## ── Conflicts ─────────────────────────────────── tidymodels_conflicts() ── @@ -154,7 +154,7 @@ ## ✖ dplyr::filter() masks stats::filter() ## ✖ dplyr::lag() masks stats::lag() ## ✖ recipes::step() masks stats::step() - ## • Use suppressPackageStartupMessages() to eliminate package startup messages
tidymodels_prefer() data(Chicago) @@ -1088,124 +1088,124 @@ linreg_reg_fit <- linreg_reg_spec %>% fit(ridership ~ ., data = Chicago_train)
## Epoch 1/20 ## - 1/178 [..............................] - ETA: 38s - loss: 0.8676 - 71/178 [==========>...................] - ETA: 0s - loss: 9.4379 -140/178 [======================>.......] - ETA: 0s - loss: 10.0585 -178/178 [==============================] - 0s 734us/step - loss: 9.9853 + 1/178 [..............................] - ETA: 38s - loss: 10.7407 + 70/178 [==========>...................] - ETA: 0s - loss: 10.3044 +138/178 [======================>.......] - ETA: 0s - loss: 10.2127 +178/178 [==============================] - 0s 743us/step - loss: 10.0205 ## Epoch 2/20 ## - 1/178 [..............................] - ETA: 0s - loss: 9.3314 - 70/178 [==========>...................] - ETA: 0s - loss: 10.6089 -139/178 [======================>.......] - ETA: 0s - loss: 10.1819 -178/178 [==============================] - 0s 824us/step - loss: 9.9070 + 1/178 [..............................] - ETA: 0s - loss: 0.7022 + 70/178 [==========>...................] - ETA: 0s - loss: 8.9124 +138/178 [======================>.......] - ETA: 0s - loss: 9.8485 +178/178 [==============================] - 0s 832us/step - loss: 9.9033 ## Epoch 3/20 ## - 1/178 [..............................] - ETA: 0s - loss: 11.9100 - 70/178 [==========>...................] - ETA: 0s - loss: 10.7301 -139/178 [======================>.......] - ETA: 0s - loss: 10.1476 -178/178 [==============================] - 0s 738us/step - loss: 9.8279 + 1/178 [..............................] - ETA: 0s - loss: 13.0893 + 70/178 [==========>...................] - ETA: 0s - loss: 10.1936 +137/178 [======================>.......] - ETA: 0s - loss: 9.9707 +178/178 [==============================] - 0s 760us/step - loss: 9.8394 ## Epoch 4/20 ## - 1/178 [..............................] - ETA: 0s - loss: 7.0070 - 71/178 [==========>...................] - ETA: 0s - loss: 9.6090 -141/178 [======================>.......] - ETA: 0s - loss: 9.3187 -178/178 [==============================] - 0s 731us/step - loss: 9.7772 + 1/178 [..............................] - ETA: 0s - loss: 19.9856 + 70/178 [==========>...................] - ETA: 0s - loss: 10.6519 +139/178 [======================>.......] - ETA: 0s - loss: 9.7876 +178/178 [==============================] - 0s 739us/step - loss: 9.7717 ## Epoch 5/20 ## - 1/178 [..............................] - ETA: 0s - loss: 11.2364 - 70/178 [==========>...................] - ETA: 0s - loss: 9.6033 -124/178 [===================>..........] - ETA: 0s - loss: 9.6219 -178/178 [==============================] - 0s 803us/step - loss: 9.7219 + 1/178 [..............................] - ETA: 0s - loss: 1.0329 + 69/178 [==========>...................] - ETA: 0s - loss: 9.5649 +123/178 [===================>..........] - ETA: 0s - loss: 9.7173 +178/178 [==============================] - 0s 811us/step - loss: 9.7325 ## Epoch 6/20 ## - 1/178 [..............................] - ETA: 0s - loss: 2.8538 - 69/178 [==========>...................] - ETA: 0s - loss: 9.7551 -138/178 [======================>.......] - ETA: 0s - loss: 9.7181 -178/178 [==============================] - 0s 743us/step - loss: 9.6921 + 1/178 [..............................] - ETA: 0s - loss: 9.3543 + 69/178 [==========>...................] - ETA: 0s - loss: 8.8191 +139/178 [======================>.......] - ETA: 0s - loss: 9.4467 +178/178 [==============================] - 0s 740us/step - loss: 9.6780 ## Epoch 7/20 ## - 1/178 [..............................] - ETA: 0s - loss: 12.6388 - 68/178 [==========>...................] - ETA: 0s - loss: 10.6779 -137/178 [======================>.......] - ETA: 0s - loss: 9.6094 -178/178 [==============================] - 0s 748us/step - loss: 9.6561 + 1/178 [..............................] - ETA: 0s - loss: 11.5341 + 71/178 [==========>...................] - ETA: 0s - loss: 9.8313 +141/178 [======================>.......] - ETA: 0s - loss: 9.6083 +178/178 [==============================] - 0s 733us/step - loss: 9.6581 ## Epoch 8/20 ## - 1/178 [..............................] - ETA: 0s - loss: 1.3815 - 69/178 [==========>...................] - ETA: 0s - loss: 9.1631 -139/178 [======================>.......] - ETA: 0s - loss: 9.5055 -178/178 [==============================] - 0s 737us/step - loss: 9.6348 + 1/178 [..............................] - ETA: 0s - loss: 2.5991 + 70/178 [==========>...................] - ETA: 0s - loss: 9.3730 +140/178 [======================>.......] - ETA: 0s - loss: 9.6479 +178/178 [==============================] - 0s 733us/step - loss: 9.6374 ## Epoch 9/20 ## - 1/178 [..............................] - ETA: 0s - loss: 15.8950 - 70/178 [==========>...................] - ETA: 0s - loss: 9.9107 -139/178 [======================>.......] - ETA: 0s - loss: 9.6652 -178/178 [==============================] - 0s 740us/step - loss: 9.6163 + 1/178 [..............................] - ETA: 0s - loss: 9.5480 + 70/178 [==========>...................] - ETA: 0s - loss: 9.7060 +140/178 [======================>.......] - ETA: 0s - loss: 9.2837 +178/178 [==============================] - 0s 737us/step - loss: 9.6186 ## Epoch 10/20 ## - 1/178 [..............................] - ETA: 0s - loss: 14.8921 - 70/178 [==========>...................] - ETA: 0s - loss: 9.4431 -139/178 [======================>.......] - ETA: 0s - loss: 9.7610 -178/178 [==============================] - 0s 735us/step - loss: 9.5946 + 1/178 [..............................] - ETA: 0s - loss: 11.1251 + 71/178 [==========>...................] - ETA: 0s - loss: 10.3859 +141/178 [======================>.......] - ETA: 0s - loss: 9.8356 +178/178 [==============================] - 0s 733us/step - loss: 9.5959 ## Epoch 11/20 ## - 1/178 [..............................] - ETA: 0s - loss: 17.5597 - 70/178 [==========>...................] - ETA: 0s - loss: 10.0726 -139/178 [======================>.......] - ETA: 0s - loss: 9.6641 -178/178 [==============================] - 0s 735us/step - loss: 9.5791 + 1/178 [..............................] - ETA: 0s - loss: 7.3176 + 69/178 [==========>...................] - ETA: 0s - loss: 8.8115 +136/178 [=====================>........] - ETA: 0s - loss: 9.4420 +178/178 [==============================] - 0s 749us/step - loss: 9.5779 ## Epoch 12/20 ## - 1/178 [..............................] - ETA: 0s - loss: 19.7745 - 70/178 [==========>...................] - ETA: 0s - loss: 8.6749 -139/178 [======================>.......] - ETA: 0s - loss: 9.7299 -178/178 [==============================] - 0s 743us/step - loss: 9.5725 + 1/178 [..............................] - ETA: 0s - loss: 15.6216 + 70/178 [==========>...................] - ETA: 0s - loss: 10.2233 +139/178 [======================>.......] - ETA: 0s - loss: 9.4513 +178/178 [==============================] - 0s 737us/step - loss: 9.5672 ## Epoch 13/20 ## - 1/178 [..............................] - ETA: 0s - loss: 0.9522 - 69/178 [==========>...................] - ETA: 0s - loss: 10.7663 -138/178 [======================>.......] - ETA: 0s - loss: 9.7978 -178/178 [==============================] - 0s 744us/step - loss: 9.5648 + 1/178 [..............................] - ETA: 0s - loss: 12.4331 + 71/178 [==========>...................] - ETA: 0s - loss: 9.9815 +140/178 [======================>.......] - ETA: 0s - loss: 9.6889 +178/178 [==============================] - 0s 734us/step - loss: 9.5606 ## Epoch 14/20 ## - 1/178 [..............................] - ETA: 0s - loss: 1.4927 - 70/178 [==========>...................] - ETA: 0s - loss: 10.2830 -137/178 [======================>.......] - ETA: 0s - loss: 9.9887 -178/178 [==============================] - 0s 750us/step - loss: 9.5529 + 1/178 [..............................] - ETA: 0s - loss: 6.8892 + 70/178 [==========>...................] - ETA: 0s - loss: 9.5857 +139/178 [======================>.......] - ETA: 0s - loss: 9.3115 +178/178 [==============================] - 0s 736us/step - loss: 9.5515 ## Epoch 15/20 ## - 1/178 [..............................] - ETA: 0s - loss: 6.3018 - 69/178 [==========>...................] - ETA: 0s - loss: 8.9797 -138/178 [======================>.......] - ETA: 0s - loss: 9.0834 -178/178 [==============================] - 0s 742us/step - loss: 9.5526 + 1/178 [..............................] - ETA: 0s - loss: 12.3700 + 70/178 [==========>...................] - ETA: 0s - loss: 11.1835 +140/178 [======================>.......] - ETA: 0s - loss: 9.8983 +178/178 [==============================] - 0s 734us/step - loss: 9.5420 ## Epoch 16/20 ## - 1/178 [..............................] - ETA: 0s - loss: 5.1996 - 69/178 [==========>...................] - ETA: 0s - loss: 8.8272 -138/178 [======================>.......] - ETA: 0s - loss: 9.5711 -178/178 [==============================] - 0s 744us/step - loss: 9.5436 + 1/178 [..............................] - ETA: 0s - loss: 29.5642 + 71/178 [==========>...................] - ETA: 0s - loss: 9.1497 +140/178 [======================>.......] - ETA: 0s - loss: 9.3133 +178/178 [==============================] - 0s 733us/step - loss: 9.5418 ## Epoch 17/20 ## - 1/178 [..............................] - ETA: 0s - loss: 10.8989 - 70/178 [==========>...................] - ETA: 0s - loss: 11.0306 -139/178 [======================>.......] - ETA: 0s - loss: 9.6375 -178/178 [==============================] - 0s 742us/step - loss: 9.5316 + 1/178 [..............................] - ETA: 0s - loss: 5.6748 + 71/178 [==========>...................] - ETA: 0s - loss: 9.6940 +140/178 [======================>.......] - ETA: 0s - loss: 9.6651 +178/178 [==============================] - 0s 734us/step - loss: 9.5454 ## Epoch 18/20 ## - 1/178 [..............................] - ETA: 0s - loss: 14.0344 - 70/178 [==========>...................] - ETA: 0s - loss: 9.6082 -139/178 [======================>.......] - ETA: 0s - loss: 9.4913 -178/178 [==============================] - 0s 742us/step - loss: 9.5320 + 1/178 [..............................] - ETA: 0s - loss: 7.4688 + 70/178 [==========>...................] - ETA: 0s - loss: 8.4891 +140/178 [======================>.......] - ETA: 0s - loss: 9.1810 +178/178 [==============================] - 0s 734us/step - loss: 9.5194 ## Epoch 19/20 ## - 1/178 [..............................] - ETA: 0s - loss: 16.9575 - 70/178 [==========>...................] - ETA: 0s - loss: 9.1594 -139/178 [======================>.......] - ETA: 0s - loss: 9.3476 -178/178 [==============================] - 0s 741us/step - loss: 9.5162 + 1/178 [..............................] - ETA: 0s - loss: 14.8186 + 67/178 [==========>...................] - ETA: 0s - loss: 9.2775 +137/178 [======================>.......] - ETA: 0s - loss: 9.8156 +178/178 [==============================] - 0s 744us/step - loss: 9.5283 ## Epoch 20/20 ## - 1/178 [..............................] - ETA: 0s - loss: 2.9451 - 70/178 [==========>...................] - ETA: 0s - loss: 9.2774 -139/178 [======================>.......] - ETA: 0s - loss: 9.6263 -178/178 [==============================] - 0s 739us/step - loss: 9.5202
linreg_reg_fit
## parsnip model object @@ -1227,13 +1227,13 @@ ## # A tibble: 7 × 1 ## .pred ## <dbl> - ## 1 20.4 - ## 2 20.6 - ## 3 20.9 - ## 4 20.7 - ## 5 19.0 - ## 6 7.45 - ## 7 7.09 + ## 1 20.6 + ## 2 20.8 + ## 3 21.1 + ## 4 20.8 + ## 5 19.1 + ## 6 7.50 + ## 7 7.14
## # A tibble: 7 × 1 ## .pred ## <dbl> - ## 1 20.4 - ## 2 20.6 - ## 3 20.9 - ## 4 20.7 - ## 5 19.0 - ## 6 7.45 - ## 7 7.09
"stan"
## Epoch 1/20 ## - 1/25 [>.............................] - ETA: 7s - loss: 0.9270 -25/25 [==============================] - 0s 851us/step - loss: 0.8999 + 1/25 [>.............................] - ETA: 7s - loss: 0.9409 +25/25 [==============================] - 0s 854us/step - loss: 0.8989 ## Epoch 2/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.9657 -25/25 [==============================] - 0s 811us/step - loss: 0.8890 + 1/25 [>.............................] - ETA: 0s - loss: 0.8302 +25/25 [==============================] - 0s 849us/step - loss: 0.8876 ## Epoch 3/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.9349 -25/25 [==============================] - 0s 819us/step - loss: 0.8784 + 1/25 [>.............................] - ETA: 0s - loss: 0.8247 +25/25 [==============================] - 0s 849us/step - loss: 0.8768 ## Epoch 4/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.7978 -25/25 [==============================] - 0s 823us/step - loss: 0.8681 + 1/25 [>.............................] - ETA: 0s - loss: 0.8812 +25/25 [==============================] - 0s 851us/step - loss: 0.8662 ## Epoch 5/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.9152 -25/25 [==============================] - 0s 838us/step - loss: 0.8578 + 1/25 [>.............................] - ETA: 0s - loss: 0.9047 +25/25 [==============================] - 0s 855us/step - loss: 0.8560 ## Epoch 6/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.8443 -25/25 [==============================] - 0s 853us/step - loss: 0.8480 + 1/25 [>.............................] - ETA: 0s - loss: 0.8862 +25/25 [==============================] - 0s 868us/step - loss: 0.8458 ## Epoch 7/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.8651 -25/25 [==============================] - 0s 846us/step - loss: 0.8380 + 1/25 [>.............................] - ETA: 0s - loss: 0.9027 +25/25 [==============================] - 0s 863us/step - loss: 0.8359 ## Epoch 8/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.7439 -25/25 [==============================] - 0s 865us/step - loss: 0.8284 + 1/25 [>.............................] - ETA: 0s - loss: 0.8220 +25/25 [==============================] - 0s 866us/step - loss: 0.8261 ## Epoch 9/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.8796 -25/25 [==============================] - 0s 855us/step - loss: 0.8192 + 1/25 [>.............................] - ETA: 0s - loss: 0.7702 +25/25 [==============================] - 0s 861us/step - loss: 0.8167 ## Epoch 10/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.8865 -25/25 [==============================] - 0s 853us/step - loss: 0.8100 + 1/25 [>.............................] - ETA: 0s - loss: 0.8201 +25/25 [==============================] - 0s 865us/step - loss: 0.8074 ## Epoch 11/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.8029 -25/25 [==============================] - 0s 850us/step - loss: 0.8010 + 1/25 [>.............................] - ETA: 0s - loss: 0.8182 +25/25 [==============================] - 0s 859us/step - loss: 0.7984 ## Epoch 12/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.8401 -25/25 [==============================] - 0s 872us/step - loss: 0.7921 + 1/25 [>.............................] - ETA: 0s - loss: 0.8485 +25/25 [==============================] - 0s 864us/step - loss: 0.7894 ## Epoch 13/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.7818 -25/25 [==============================] - 0s 874us/step - loss: 0.7835 + 1/25 [>.............................] - ETA: 0s - loss: 0.8353 +25/25 [==============================] - 0s 890us/step - loss: 0.7807 ## Epoch 14/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.7521 -25/25 [==============================] - 0s 864us/step - loss: 0.7750 + 1/25 [>.............................] - ETA: 0s - loss: 0.7820 +25/25 [==============================] - 0s 867us/step - loss: 0.7721 ## Epoch 15/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.8347 -25/25 [==============================] - 0s 866us/step - loss: 0.7667 + 1/25 [>.............................] - ETA: 0s - loss: 0.7896 +25/25 [==============================] - 0s 866us/step - loss: 0.7638 ## Epoch 16/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.7710 -25/25 [==============================] - 0s 872us/step - loss: 0.7587 + 1/25 [>.............................] - ETA: 0s - loss: 0.7489 +25/25 [==============================] - 0s 866us/step - loss: 0.7556 ## Epoch 17/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.7291 -25/25 [==============================] - 0s 869us/step - loss: 0.7506 + 1/25 [>.............................] - ETA: 0s - loss: 0.7781 +25/25 [==============================] - 0s 867us/step - loss: 0.7477 ## Epoch 18/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.8041 -25/25 [==============================] - 0s 880us/step - loss: 0.7428 + 1/25 [>.............................] - ETA: 0s - loss: 0.7515 +25/25 [==============================] - 0s 871us/step - loss: 0.7398 ## Epoch 19/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.8036 -25/25 [==============================] - 0s 880us/step - loss: 0.7352 + 1/25 [>.............................] - ETA: 0s - loss: 0.7170 +25/25 [==============================] - 0s 865us/step - loss: 0.7321 ## Epoch 20/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.7714 -25/25 [==============================] - 0s 857us/step - loss: 0.7276
logreg_cls_fit
## parsnip model object @@ -1624,16 +1624,16 @@ ## # A tibble: 10 × 3 ## .pred_class .pred_Class1 .pred_Class2 ## <fct> <dbl> <dbl> - ## 1 Class1 0.506 0.494 - ## 2 Class1 0.839 0.161 - ## 3 Class1 0.517 0.483 - ## 4 Class1 0.834 0.166 - ## 5 Class1 0.640 0.360 - ## 6 Class1 0.536 0.464 - ## 7 Class1 0.740 0.260 - ## 8 Class1 0.522 0.478 - ## 9 Class1 0.990 0.00979 - ## 10 Class2 0.495 0.505 + ## 1 Class1 0.510 0.490 + ## 2 Class1 0.839 0.161 + ## 3 Class1 0.522 0.478 + ## 4 Class1 0.832 0.168 + ## 5 Class1 0.641 0.359 + ## 6 Class1 0.536 0.464 + ## 7 Class1 0.740 0.260 + ## 8 Class1 0.526 0.474 + ## 9 Class1 0.990 0.0102 + ## 10 Class2 0.494 0.506
## # A tibble: 10 × 3 ## .pred_class .pred_Class1 .pred_Class2 ## <fct> <dbl> <dbl> - ## 1 Class1 0.506 0.494 - ## 2 Class1 0.839 0.161 - ## 3 Class1 0.517 0.483 - ## 4 Class1 0.834 0.166 - ## 5 Class1 0.640 0.360 - ## 6 Class1 0.536 0.464 - ## 7 Class1 0.740 0.260 - ## 8 Class1 0.522 0.478 - ## 9 Class1 0.990 0.00979 - ## 10 Class2 0.495 0.505
"LiblineaR"
## Epoch 1/20 ## - 1/178 [..............................] - ETA: 32s - loss: 262.8713 - 70/178 [==========>...................] - ETA: 0s - loss: 217.6042 -138/178 [======================>.......] - ETA: 0s - loss: 214.1865 -178/178 [==============================] - 0s 750us/step - loss: 209.6982 + 1/178 [..............................] - ETA: 33s - loss: 219.8454 + 70/178 [==========>...................] - ETA: 0s - loss: 214.5163 +136/178 [=====================>........] - ETA: 0s - loss: 212.3271 +178/178 [==============================] - 0s 757us/step - loss: 209.5945 ## Epoch 2/20 ## - 1/178 [..............................] - ETA: 0s - loss: 160.7116 - 67/178 [==========>...................] - ETA: 0s - loss: 193.1960 -133/178 [=====================>........] - ETA: 0s - loss: 191.1662 -178/178 [==============================] - 0s 772us/step - loss: 190.0492 + 1/178 [..............................] - ETA: 0s - loss: 213.4253 + 68/178 [==========>...................] - ETA: 0s - loss: 195.0947 +135/178 [=====================>........] - ETA: 0s - loss: 191.7788 +178/178 [==============================] - 0s 763us/step - loss: 190.1029 ## Epoch 3/20 ## - 1/178 [..............................] - ETA: 0s - loss: 203.1127 - 67/178 [==========>...................] - ETA: 0s - loss: 183.2111 -134/178 [=====================>........] - ETA: 0s - loss: 180.3013 -178/178 [==============================] - 0s 765us/step - loss: 180.1693 + 1/178 [..............................] - ETA: 0s - loss: 167.1649 + 68/178 [==========>...................] - ETA: 0s - loss: 185.6713 +134/178 [=====================>........] - ETA: 0s - loss: 182.3232 +178/178 [==============================] - 0s 763us/step - loss: 180.2481 ## Epoch 4/20 ## - 1/178 [..............................] - ETA: 0s - loss: 187.5679 - 68/178 [==========>...................] - ETA: 0s - loss: 177.0307 -135/178 [=====================>........] - ETA: 0s - loss: 171.0704 -178/178 [==============================] - 0s 765us/step - loss: 171.5864 + 1/178 [..............................] - ETA: 0s - loss: 183.7669 + 69/178 [==========>...................] - ETA: 0s - loss: 174.4341 +137/178 [======================>.......] - ETA: 0s - loss: 173.5944 +178/178 [==============================] - 0s 756us/step - loss: 171.6682 ## Epoch 5/20 ## - 1/178 [..............................] - ETA: 0s - loss: 146.7214 - 67/178 [==========>...................] - ETA: 0s - loss: 165.7701 -134/178 [=====================>........] - ETA: 0s - loss: 164.1364 -178/178 [==============================] - 0s 779us/step - loss: 163.6205 + 1/178 [..............................] - ETA: 0s - loss: 132.9811 + 68/178 [==========>...................] - ETA: 0s - loss: 167.4771 +134/178 [=====================>........] - ETA: 0s - loss: 164.6820 +178/178 [==============================] - 0s 763us/step - loss: 163.7043 ## Epoch 6/20 ## - 1/178 [..............................] - ETA: 0s - loss: 191.7509 - 67/178 [==========>...................] - ETA: 0s - loss: 155.9267 -133/178 [=====================>........] - ETA: 0s - loss: 156.0076 -178/178 [==============================] - 0s 769us/step - loss: 156.1179 + 1/178 [..............................] - ETA: 0s - loss: 143.3423 + 68/178 [==========>...................] - ETA: 0s - loss: 157.3914 +135/178 [=====================>........] - ETA: 0s - loss: 157.0889 +178/178 [==============================] - 0s 759us/step - loss: 156.2036 ## Epoch 7/20 ## - 1/178 [..............................] - ETA: 0s - loss: 174.7496 - 68/178 [==========>...................] - ETA: 0s - loss: 152.3416 -135/178 [=====================>........] - ETA: 0s - loss: 150.8006 -178/178 [==============================] - 0s 761us/step - loss: 149.0149 + 1/178 [..............................] - ETA: 0s - loss: 166.6171 + 65/178 [=========>....................] - ETA: 0s - loss: 149.5242 +132/178 [=====================>........] - ETA: 0s - loss: 150.4586 +178/178 [==============================] - 0s 776us/step - loss: 149.0969 ## Epoch 8/20 ## - 1/178 [..............................] - ETA: 0s - loss: 165.5179 - 67/178 [==========>...................] - ETA: 0s - loss: 144.5070 -133/178 [=====================>........] - ETA: 0s - loss: 142.8534 -178/178 [==============================] - 0s 770us/step - loss: 142.2669 + 1/178 [..............................] - ETA: 0s - loss: 133.8226 + 68/178 [==========>...................] - ETA: 0s - loss: 145.4157 +136/178 [=====================>........] - ETA: 0s - loss: 141.6904 +178/178 [==============================] - 0s 760us/step - loss: 142.3427 ## Epoch 9/20 ## - 1/178 [..............................] - ETA: 0s - loss: 121.0068 - 57/178 [========>.....................] - ETA: 0s - loss: 139.8913 -124/178 [===================>..........] - ETA: 0s - loss: 137.4331 -178/178 [==============================] - 0s 809us/step - loss: 135.8460 + 1/178 [..............................] - ETA: 0s - loss: 146.4676 + 56/178 [========>.....................] - ETA: 0s - loss: 142.9165 +123/178 [===================>..........] - ETA: 0s - loss: 136.4751 +178/178 [==============================] - 0s 811us/step - loss: 135.9190 ## Epoch 10/20 ## - 1/178 [..............................] - ETA: 0s - loss: 116.4492 - 68/178 [==========>...................] - ETA: 0s - loss: 128.3493 -135/178 [=====================>........] - ETA: 0s - loss: 129.5953 -178/178 [==============================] - 0s 762us/step - loss: 129.7247 + 1/178 [..............................] - ETA: 0s - loss: 130.6875 + 68/178 [==========>...................] - ETA: 0s - loss: 133.7534 +135/178 [=====================>........] - ETA: 0s - loss: 130.1087 +178/178 [==============================] - 0s 761us/step - loss: 129.7972 ## Epoch 11/20 ## - 1/178 [..............................] - ETA: 0s - loss: 130.7487 - 68/178 [==========>...................] - ETA: 0s - loss: 125.2073 -135/178 [=====================>........] - ETA: 0s - loss: 124.5980 -178/178 [==============================] - 0s 761us/step - loss: 123.8870 + 1/178 [..............................] - ETA: 0s - loss: 118.1795 + 69/178 [==========>...................] - ETA: 0s - loss: 125.6821 +136/178 [=====================>........] - ETA: 0s - loss: 123.4288 +178/178 [==============================] - 0s 759us/step - loss: 123.9600 ## Epoch 12/20 ## - 1/178 [..............................] - ETA: 0s - loss: 147.3473 - 68/178 [==========>...................] - ETA: 0s - loss: 119.6456 -135/178 [=====================>........] - ETA: 0s - loss: 118.3945 -178/178 [==============================] - 0s 761us/step - loss: 118.3198 + 1/178 [..............................] - ETA: 0s - loss: 89.3002 + 68/178 [==========>...................] - ETA: 0s - loss: 123.5701 +134/178 [=====================>........] - ETA: 0s - loss: 119.2920 +178/178 [==============================] - 0s 766us/step - loss: 118.3919 ## Epoch 13/20 ## - 1/178 [..............................] - ETA: 0s - loss: 95.3337 - 67/178 [==========>...................] - ETA: 0s - loss: 112.3545 -134/178 [=====================>........] - ETA: 0s - loss: 112.9560 -178/178 [==============================] - 0s 766us/step - loss: 112.9996 + 1/178 [..............................] - ETA: 0s - loss: 128.8093 + 68/178 [==========>...................] - ETA: 0s - loss: 115.1619 +135/178 [=====================>........] - ETA: 0s - loss: 113.6033 +178/178 [==============================] - 0s 764us/step - loss: 113.0769 ## Epoch 14/20 ## - 1/178 [..............................] - ETA: 0s - loss: 103.7074 - 68/178 [==========>...................] - ETA: 0s - loss: 111.4859 -135/178 [=====================>........] - ETA: 0s - loss: 109.5163 -178/178 [==============================] - 0s 764us/step - loss: 107.9161 + 1/178 [..............................] - ETA: 0s - loss: 132.6282 + 68/178 [==========>...................] - ETA: 0s - loss: 110.6645 +134/178 [=====================>........] - ETA: 0s - loss: 107.1881 +178/178 [==============================] - 0s 766us/step - loss: 107.9918 ## Epoch 15/20 ## - 1/178 [..............................] - ETA: 0s - loss: 111.3204 - 68/178 [==========>...................] - ETA: 0s - loss: 106.7393 -135/178 [=====================>........] - ETA: 0s - loss: 104.3149 -178/178 [==============================] - 0s 762us/step - loss: 103.0464 + 1/178 [..............................] - ETA: 0s - loss: 119.0998 + 68/178 [==========>...................] - ETA: 0s - loss: 105.7119 +135/178 [=====================>........] - ETA: 0s - loss: 103.9290 +178/178 [==============================] - 0s 760us/step - loss: 103.1130 ## Epoch 16/20 ## - 1/178 [..............................] - ETA: 0s - loss: 110.8550 - 68/178 [==========>...................] - ETA: 0s - loss: 100.6054 -136/178 [=====================>........] - ETA: 0s - loss: 98.8224 -178/178 [==============================] - 0s 762us/step - loss: 98.3421 + 1/178 [..............................] - ETA: 0s - loss: 79.6076 + 69/178 [==========>...................] - ETA: 0s - loss: 100.1479 +136/178 [=====================>........] - ETA: 0s - loss: 99.5229 +178/178 [==============================] - 0s 756us/step - loss: 98.4015 ## Epoch 17/20 ## - 1/178 [..............................] - ETA: 0s - loss: 85.8502 - 67/178 [==========>...................] - ETA: 0s - loss: 93.2021 -134/178 [=====================>........] - ETA: 0s - loss: 93.5666 -178/178 [==============================] - 0s 769us/step - loss: 93.7580 + 1/178 [..............................] - ETA: 0s - loss: 92.3751 + 68/178 [==========>...................] - ETA: 0s - loss: 96.8796 +135/178 [=====================>........] - ETA: 0s - loss: 95.1495 +178/178 [==============================] - 0s 761us/step - loss: 93.8048 ## Epoch 18/20 ## - 1/178 [..............................] - ETA: 0s - loss: 88.9373 - 68/178 [==========>...................] - ETA: 0s - loss: 87.3850 -134/178 [=====================>........] - ETA: 0s - loss: 88.2691 -178/178 [==============================] - 0s 766us/step - loss: 89.2477 + 1/178 [..............................] - ETA: 0s - loss: 74.1631 + 68/178 [==========>...................] - ETA: 0s - loss: 90.1735 +135/178 [=====================>........] - ETA: 0s - loss: 89.6489 +178/178 [==============================] - 0s 763us/step - loss: 89.2991 ## Epoch 19/20 ## - 1/178 [..............................] - ETA: 0s - loss: 114.6451 - 68/178 [==========>...................] - ETA: 0s - loss: 87.1281 -134/178 [=====================>........] - ETA: 0s - loss: 86.3059 -178/178 [==============================] - 0s 767us/step - loss: 84.9108 + 1/178 [..............................] - ETA: 0s - loss: 73.5764 + 68/178 [==========>...................] - ETA: 0s - loss: 86.6931 +135/178 [=====================>........] - ETA: 0s - loss: 85.5927 +178/178 [==============================] - 0s 761us/step - loss: 84.9587 ## Epoch 20/20 ## - 1/178 [..............................] - ETA: 0s - loss: 72.0265 - 67/178 [==========>...................] - ETA: 0s - loss: 82.4516 -134/178 [=====================>........] - ETA: 0s - loss: 81.3403 -178/178 [==============================] - 0s 772us/step - loss: 80.7192
mlp_reg_fit
## parsnip model object @@ -2216,8 +2216,8 @@ ## 3 7.50 ## 4 7.50 ## 5 7.50 - ## 6 6.90 - ## 7 6.74
keras
## Epoch 1/20 ## - 1/25 [>.............................] - ETA: 5s - loss: 0.7005 -25/25 [==============================] - 0s 857us/step - loss: 0.6987 + 1/25 [>.............................] - ETA: 5s - loss: 0.7045 +25/25 [==============================] - 0s 879us/step - loss: 0.6991 ## Epoch 2/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6971 -25/25 [==============================] - 0s 850us/step - loss: 0.6930 + 1/25 [>.............................] - ETA: 0s - loss: 0.6988 +25/25 [==============================] - 0s 875us/step - loss: 0.6937 ## Epoch 3/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6825 -25/25 [==============================] - 0s 845us/step - loss: 0.6878 + 1/25 [>.............................] - ETA: 0s - loss: 0.6923 +25/25 [==============================] - 0s 845us/step - loss: 0.6884 ## Epoch 4/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6858 -25/25 [==============================] - 0s 844us/step - loss: 0.6826 + 1/25 [>.............................] - ETA: 0s - loss: 0.6853 +25/25 [==============================] - 0s 847us/step - loss: 0.6833 ## Epoch 5/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6778 -25/25 [==============================] - 0s 861us/step - loss: 0.6780 + 1/25 [>.............................] - ETA: 0s - loss: 0.6783 +25/25 [==============================] - 0s 872us/step - loss: 0.6785 ## Epoch 6/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6690 -25/25 [==============================] - 0s 853us/step - loss: 0.6735 + 1/25 [>.............................] - ETA: 0s - loss: 0.6791 +25/25 [==============================] - 0s 879us/step - loss: 0.6738 ## Epoch 7/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6783 -25/25 [==============================] - 0s 872us/step - loss: 0.6691 + 1/25 [>.............................] - ETA: 0s - loss: 0.6720 +25/25 [==============================] - 0s 891us/step - loss: 0.6694 ## Epoch 8/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6684 -25/25 [==============================] - 0s 863us/step - loss: 0.6648 + 1/25 [>.............................] - ETA: 0s - loss: 0.6621 +25/25 [==============================] - 0s 886us/step - loss: 0.6652 ## Epoch 9/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6588 -25/25 [==============================] - 0s 870us/step - loss: 0.6607 + 1/25 [>.............................] - ETA: 0s - loss: 0.6565 +25/25 [==============================] - 0s 894us/step - loss: 0.6610 ## Epoch 10/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6581 -25/25 [==============================] - 0s 865us/step - loss: 0.6567 + 1/25 [>.............................] - ETA: 0s - loss: 0.6566 +25/25 [==============================] - 0s 914us/step - loss: 0.6570 ## Epoch 11/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6333 -25/25 [==============================] - 0s 869us/step - loss: 0.6526 + 1/25 [>.............................] - ETA: 0s - loss: 0.6694 +25/25 [==============================] - 0s 951us/step - loss: 0.6530 ## Epoch 12/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6492 -25/25 [==============================] - 0s 863us/step - loss: 0.6486 + 1/25 [>.............................] - ETA: 0s - loss: 0.6593 +25/25 [==============================] - 0s 876us/step - loss: 0.6490 ## Epoch 13/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6384 -25/25 [==============================] - 0s 868us/step - loss: 0.6445 + 1/25 [>.............................] - ETA: 0s - loss: 0.6275 +25/25 [==============================] - 0s 869us/step - loss: 0.6449 ## Epoch 14/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6686 -25/25 [==============================] - 0s 862us/step - loss: 0.6403 + 1/25 [>.............................] - ETA: 0s - loss: 0.6256 +25/25 [==============================] - 0s 864us/step - loss: 0.6408 ## Epoch 15/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6314 -25/25 [==============================] - 0s 857us/step - loss: 0.6362 + 1/25 [>.............................] - ETA: 0s - loss: 0.6358 +25/25 [==============================] - 0s 879us/step - loss: 0.6364 ## Epoch 16/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6192 -25/25 [==============================] - 0s 864us/step - loss: 0.6320 + 1/25 [>.............................] - ETA: 0s - loss: 0.6138 +25/25 [==============================] - 0s 867us/step - loss: 0.6323 ## Epoch 17/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6221 -25/25 [==============================] - 0s 859us/step - loss: 0.6277 + 1/25 [>.............................] - ETA: 0s - loss: 0.6052 +25/25 [==============================] - 0s 872us/step - loss: 0.6282 ## Epoch 18/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6102 -25/25 [==============================] - 0s 863us/step - loss: 0.6232 + 1/25 [>.............................] - ETA: 0s - loss: 0.5999 +25/25 [==============================] - 0s 870us/step - loss: 0.6236 ## Epoch 19/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6531 -25/25 [==============================] - 0s 858us/step - loss: 0.6189 + 1/25 [>.............................] - ETA: 0s - loss: 0.6358 +25/25 [==============================] - 0s 870us/step - loss: 0.6195 ## Epoch 20/20 ## - 1/25 [>.............................] - ETA: 0s - loss: 0.6161 -25/25 [==============================] - 0s 855us/step - loss: 0.6146
mlp_cls_fit
## parsnip model object @@ -2354,16 +2354,16 @@ ## # A tibble: 10 × 3 ## .pred_class .pred_Class1 .pred_Class2 ## <fct> <dbl> <dbl> - ## 1 Class1 0.539 0.461 - ## 2 Class1 0.661 0.339 - ## 3 Class1 0.595 0.405 - ## 4 Class2 0.481 0.519 - ## 5 Class2 0.477 0.523 - ## 6 Class2 0.415 0.585 - ## 7 Class1 0.553 0.447 - ## 8 Class1 0.556 0.444 - ## 9 Class1 0.741 0.259 - ## 10 Class2 0.379 0.621 + ## 1 Class1 0.533 0.467 + ## 2 Class1 0.655 0.345 + ## 3 Class1 0.589 0.411 + ## 4 Class2 0.475 0.525 + ## 5 Class2 0.472 0.528 + ## 6 Class2 0.411 0.589 + ## 7 Class1 0.547 0.453 + ## 8 Class1 0.550 0.450 + ## 9 Class1 0.737 0.263 + ## 10 Class2 0.375 0.625
## # A tibble: 10 × 3 ## .pred_class .pred_Class1 .pred_Class2 ## <fct> <dbl> <dbl> - ## 1 Class1 0.539 0.461 - ## 2 Class1 0.661 0.339 - ## 3 Class1 0.595 0.405 - ## 4 Class2 0.481 0.519 - ## 5 Class2 0.477 0.523 - ## 6 Class2 0.415 0.585 - ## 7 Class1 0.553 0.447 - ## 8 Class1 0.556 0.444 - ## 9 Class1 0.741 0.259 - ## 10 Class2 0.379 0.621
## Epoch 1/20 ## -1/11 [=>............................] - ETA: 2s - loss: 4.7404 -11/11 [==============================] - 0s 977us/step - loss: 4.0398 +1/11 [=>............................] - ETA: 2s - loss: 4.0221 +11/11 [==============================] - 0s 970us/step - loss: 4.0330 ## Epoch 2/20 ## -1/11 [=>............................] - ETA: 0s - loss: 3.1494 -11/11 [==============================] - 0s 897us/step - loss: 3.7920 +1/11 [=>............................] - ETA: 0s - loss: 3.3379 +11/11 [==============================] - 0s 936us/step - loss: 3.7906 ## Epoch 3/20 ## -1/11 [=>............................] - ETA: 0s - loss: 4.0897 -11/11 [==============================] - 0s 912us/step - loss: 3.5652 +1/11 [=>............................] - ETA: 0s - loss: 3.6571 +11/11 [==============================] - 0s 928us/step - loss: 3.5607 ## Epoch 4/20 ## -1/11 [=>............................] - ETA: 0s - loss: 4.0046 -11/11 [==============================] - 0s 884us/step - loss: 3.3432 +1/11 [=>............................] - ETA: 0s - loss: 3.6031 +11/11 [==============================] - 0s 921us/step - loss: 3.3380 ## Epoch 5/20 ## -1/11 [=>............................] - ETA: 0s - loss: 3.5142 -11/11 [==============================] - 0s 893us/step - loss: 3.1333 +1/11 [=>............................] - ETA: 0s - loss: 3.1314 +11/11 [==============================] - 0s 929us/step - loss: 3.1359 ## Epoch 6/20 ## -1/11 [=>............................] - ETA: 0s - loss: 3.6498 -11/11 [==============================] - 0s 923us/step - loss: 2.9442 +1/11 [=>............................] - ETA: 0s - loss: 3.7562 +11/11 [==============================] - 0s 941us/step - loss: 2.9473 ## Epoch 7/20 ## -1/11 [=>............................] - ETA: 0s - loss: 2.7355 -11/11 [==============================] - 0s 879us/step - loss: 2.7621 +1/11 [=>............................] - ETA: 0s - loss: 3.0367 +11/11 [==============================] - 0s 963us/step - loss: 2.7647 ## Epoch 8/20 ## -1/11 [=>............................] - ETA: 0s - loss: 2.2912 -11/11 [==============================] - 0s 895us/step - loss: 2.6013 +1/11 [=>............................] - ETA: 0s - loss: 3.4308 +11/11 [==============================] - 0s 948us/step - loss: 2.6079 ## Epoch 9/20 ## -1/11 [=>............................] - ETA: 0s - loss: 2.2484 -11/11 [==============================] - 0s 918us/step - loss: 2.4569 +1/11 [=>............................] - ETA: 0s - loss: 1.8608 +11/11 [==============================] - 0s 956us/step - loss: 2.4592 ## Epoch 10/20 ## -1/11 [=>............................] - ETA: 0s - loss: 2.6332 -11/11 [==============================] - 0s 900us/step - loss: 2.3237 +1/11 [=>............................] - ETA: 0s - loss: 2.2627 +11/11 [==============================] - 0s 939us/step - loss: 2.3310 ## Epoch 11/20 ## -1/11 [=>............................] - ETA: 0s - loss: 2.1690 -11/11 [==============================] - 0s 933us/step - loss: 2.2136 +1/11 [=>............................] - ETA: 0s - loss: 2.5893 +11/11 [==============================] - 0s 927us/step - loss: 2.2161 ## Epoch 12/20 ## -1/11 [=>............................] - ETA: 0s - loss: 1.7336 -11/11 [==============================] - 0s 933us/step - loss: 2.1142 +1/11 [=>............................] - ETA: 0s - loss: 2.0786 +11/11 [==============================] - 0s 930us/step - loss: 2.1161 ## Epoch 13/20 ## -1/11 [=>............................] - ETA: 0s - loss: 1.9532 -11/11 [==============================] - 0s 914us/step - loss: 2.0273 +1/11 [=>............................] - ETA: 0s - loss: 1.3936 +11/11 [==============================] - 0s 938us/step - loss: 2.0295 ## Epoch 14/20 ## -1/11 [=>............................] - ETA: 0s - loss: 1.8798 -11/11 [==============================] - 0s 953us/step - loss: 1.9524 +1/11 [=>............................] - ETA: 0s - loss: 1.9018 +11/11 [==============================] - 0s 938us/step - loss: 1.9542 ## Epoch 15/20 ## -1/11 [=>............................] - ETA: 0s - loss: 1.8725 -11/11 [==============================] - 0s 919us/step - loss: 1.8956 +1/11 [=>............................] - ETA: 0s - loss: 2.1455 +11/11 [==============================] - 0s 1ms/step - loss: 1.8918 ## Epoch 16/20 ## -1/11 [=>............................] - ETA: 0s - loss: 1.5525 -11/11 [==============================] - 0s 919us/step - loss: 1.8396 +1/11 [=>............................] - ETA: 0s - loss: 1.8152 +11/11 [==============================] - 0s 1ms/step - loss: 1.8386 ## Epoch 17/20 ## -1/11 [=>............................] - ETA: 0s - loss: 1.8888 -11/11 [==============================] - 0s 1ms/step - loss: 1.7930 +1/11 [=>............................] - ETA: 0s - loss: 1.7948 +11/11 [==============================] - 0s 965us/step - loss: 1.7913 ## Epoch 18/20 ## -1/11 [=>............................] - ETA: 0s - loss: 1.9424 -11/11 [==============================] - 0s 964us/step - loss: 1.7534 +1/11 [=>............................] - ETA: 0s - loss: 1.6235 +11/11 [==============================] - 0s 960us/step - loss: 1.7506 ## Epoch 19/20 ## -1/11 [=>............................] - ETA: 0s - loss: 1.6288 -11/11 [==============================] - 0s 926us/step - loss: 1.7186 +1/11 [=>............................] - ETA: 0s - loss: 1.9796 +11/11 [==============================] - 0s 980us/step - loss: 1.7181 ## Epoch 20/20 ## -1/11 [=>............................] - ETA: 0s - loss: 1.5298 -11/11 [==============================] - 0s 933us/step - loss: 1.6859
mr_cls_fit
## parsnip model object @@ -2619,11 +2619,11 @@ ## # A tibble: 5 × 4 ## .pred_class .pred_Biscoe .pred_Dream .pred_Torgersen ## <fct> <dbl> <dbl> <dbl> -## 1 Torgersen 0.286 0.0174 0.697 -## 2 Dream 0.000112 1.00 0.00000201 -## 3 Dream 0.319 0.473 0.208 -## 4 Dream 0.0496 0.939 0.0113 -## 5 Torgersen 0.303 0.0233 0.673 +## 1 Torgersen 0.285 0.0171 0.698 +## 2 Dream 0.000113 1.00 0.00000204 +## 3 Dream 0.320 0.470 0.210 +## 4 Dream 0.0502 0.938 0.0115 +## 5 Torgersen 0.303 0.0230 0.674
## # A tibble: 5 × 4 ## .pred_class .pred_Biscoe .pred_Dream .pred_Torgersen ## <fct> <dbl> <dbl> <dbl> -## 1 Torgersen 0.286 0.0174 0.697 -## 2 Dream 0.000112 1.00 0.00000201 -## 3 Dream 0.319 0.473 0.208 -## 4 Dream 0.0496 0.939 0.0113 -## 5 Torgersen 0.303 0.0233 0.673
"nnet"
data(attrition, package = "modeldata") diff --git a/dev/articles/index.html b/dev/articles/index.html index 95b64ad1e..daf654b61 100644 --- a/dev/articles/index.html +++ b/dev/articles/index.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/articles/parsnip.html b/dev/articles/parsnip.html index c03c40aff..163f8f548 100644 --- a/dev/articles/parsnip.html +++ b/dev/articles/parsnip.html @@ -40,7 +40,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/authors.html b/dev/authors.html index 0a82af15f..aae9e81f5 100644 --- a/dev/authors.html +++ b/dev/authors.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 @@ -88,14 +88,14 @@ Citation Kuhn M, Vaughan D (2023). parsnip: A Common API to Modeling and Analysis Functions. -R package version 1.1.1.9004, +R package version 1.1.1.9005, https://parsnip.tidymodels.org/, https://github.com/tidymodels/parsnip. @Manual{, title = {parsnip: A Common API to Modeling and Analysis Functions}, author = {Max Kuhn and Davis Vaughan}, year = {2023}, - note = {R package version 1.1.1.9004, + note = {R package version 1.1.1.9005, https://parsnip.tidymodels.org/}, url = {https://github.com/tidymodels/parsnip}, } diff --git a/dev/favicon-16x16.png b/dev/favicon-16x16.png index 787df5286..4ab93caa6 100644 Binary files a/dev/favicon-16x16.png and b/dev/favicon-16x16.png differ diff --git a/dev/favicon-32x32.png b/dev/favicon-32x32.png index 47fde2958..1862e4edf 100644 Binary files a/dev/favicon-32x32.png and b/dev/favicon-32x32.png differ diff --git a/dev/index.html b/dev/index.html index c659722be..494383bf6 100644 --- a/dev/index.html +++ b/dev/index.html @@ -42,7 +42,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/issue_template.html b/dev/issue_template.html index b25c33189..c7eb07c5f 100644 --- a/dev/issue_template.html +++ b/dev/issue_template.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/news/index.html b/dev/news/index.html index 13d554044..250350914 100644 --- a/dev/news/index.html +++ b/dev/news/index.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 @@ -64,7 +64,8 @@ parsnip (development version) -Improved errors and documentation related to special terms in formulas. See ?model_formula to learn more. (#770, #1014) +.filter_eval_time() was moved to the survival standalone file. +Improved errors and documentation related to special terms in formulas. See ?model_formula to learn more. (#770, #1014) Improved errors in cases where the outcome column is mis-specified. (#1003) Fixed documentation for mlp(engine = "brulee"): the default values for learn_rate and epochs were swapped (#1018). The new_data argument for the predict() method for censoring_model_reverse_km objects has been deprecated (#965). diff --git a/dev/pkgdown.yml b/dev/pkgdown.yml index d448b9429..aa9a53d6b 100644 --- a/dev/pkgdown.yml +++ b/dev/pkgdown.yml @@ -5,7 +5,7 @@ articles: Examples: Examples.html Submodels: Submodels.html parsnip: parsnip.html -last_built: 2023-12-11T09:58Z +last_built: 2023-12-11T13:09Z urls: reference: https://parsnip.tidymodels.org/reference article: https://parsnip.tidymodels.org/articles diff --git a/dev/reference/C5.0_train.html b/dev/reference/C5.0_train.html index 47adb556f..1afbe6da5 100644 --- a/dev/reference/C5.0_train.html +++ b/dev/reference/C5.0_train.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/C5_rules.html b/dev/reference/C5_rules.html index a4757b5ae..5d2cf922c 100644 --- a/dev/reference/C5_rules.html +++ b/dev/reference/C5_rules.html @@ -24,7 +24,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/add_on_exports.html b/dev/reference/add_on_exports.html index 2aeeea33f..aaae28554 100644 --- a/dev/reference/add_on_exports.html +++ b/dev/reference/add_on_exports.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/add_rowindex.html b/dev/reference/add_rowindex.html index df1dc1f8c..a867af973 100644 --- a/dev/reference/add_rowindex.html +++ b/dev/reference/add_rowindex.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/augment.html b/dev/reference/augment.html index 40565a197..518aa6db8 100644 --- a/dev/reference/augment.html +++ b/dev/reference/augment.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/auto_ml.html b/dev/reference/auto_ml.html index 0dcfe1891..98d6a9cc7 100644 --- a/dev/reference/auto_ml.html +++ b/dev/reference/auto_ml.html @@ -24,7 +24,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/autoplot.model_fit.html b/dev/reference/autoplot.model_fit.html index 7901a0bb2..42802c65e 100644 --- a/dev/reference/autoplot.model_fit.html +++ b/dev/reference/autoplot.model_fit.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/bag_mars.html b/dev/reference/bag_mars.html index 955118091..b5610f4f3 100644 --- a/dev/reference/bag_mars.html +++ b/dev/reference/bag_mars.html @@ -26,7 +26,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/bag_mlp.html b/dev/reference/bag_mlp.html index b03c4309e..ad98063b3 100644 --- a/dev/reference/bag_mlp.html +++ b/dev/reference/bag_mlp.html @@ -22,7 +22,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/bag_tree.html b/dev/reference/bag_tree.html index ea3106f8b..ff5872e78 100644 --- a/dev/reference/bag_tree.html +++ b/dev/reference/bag_tree.html @@ -24,7 +24,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/bart-internal.html b/dev/reference/bart-internal.html index 38666ac5d..943921912 100644 --- a/dev/reference/bart-internal.html +++ b/dev/reference/bart-internal.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/bart.html b/dev/reference/bart.html index d1044a22a..b6e2ac608 100644 --- a/dev/reference/bart.html +++ b/dev/reference/bart.html @@ -24,7 +24,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/boost_tree.html b/dev/reference/boost_tree.html index a9589bb9f..223ca3fbe 100644 --- a/dev/reference/boost_tree.html +++ b/dev/reference/boost_tree.html @@ -36,7 +36,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/case_weights.html b/dev/reference/case_weights.html index adec461d3..61ae19ff9 100644 --- a/dev/reference/case_weights.html +++ b/dev/reference/case_weights.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/censoring_weights.html b/dev/reference/censoring_weights.html index a1dc5e496..11e266082 100644 --- a/dev/reference/censoring_weights.html +++ b/dev/reference/censoring_weights.html @@ -16,7 +16,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/check_empty_ellipse.html b/dev/reference/check_empty_ellipse.html index 5e60491db..7e449abac 100644 --- a/dev/reference/check_empty_ellipse.html +++ b/dev/reference/check_empty_ellipse.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/condense_control.html b/dev/reference/condense_control.html index f206b214b..6576096ee 100644 --- a/dev/reference/condense_control.html +++ b/dev/reference/condense_control.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/contr_one_hot.html b/dev/reference/contr_one_hot.html index 5c8fa96f3..d48d6c2cd 100644 --- a/dev/reference/contr_one_hot.html +++ b/dev/reference/contr_one_hot.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/control_parsnip.html b/dev/reference/control_parsnip.html index 671aaf043..29b1d24e8 100644 --- a/dev/reference/control_parsnip.html +++ b/dev/reference/control_parsnip.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/convert_helpers.html b/dev/reference/convert_helpers.html index 921be36e7..da1e5eda3 100644 --- a/dev/reference/convert_helpers.html +++ b/dev/reference/convert_helpers.html @@ -30,7 +30,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/convert_stan_interval.html b/dev/reference/convert_stan_interval.html index daf3bf202..7da866cca 100644 --- a/dev/reference/convert_stan_interval.html +++ b/dev/reference/convert_stan_interval.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/ctree_train.html b/dev/reference/ctree_train.html index 35a2efc51..aa00914c1 100644 --- a/dev/reference/ctree_train.html +++ b/dev/reference/ctree_train.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/cubist_rules.html b/dev/reference/cubist_rules.html index 48b93904b..8d61ffdeb 100644 --- a/dev/reference/cubist_rules.html +++ b/dev/reference/cubist_rules.html @@ -24,7 +24,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/decision_tree.html b/dev/reference/decision_tree.html index b06ca87fa..a866617d3 100644 --- a/dev/reference/decision_tree.html +++ b/dev/reference/decision_tree.html @@ -30,7 +30,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/descriptors.html b/dev/reference/descriptors.html index fb480d55f..21d1c9f9d 100644 --- a/dev/reference/descriptors.html +++ b/dev/reference/descriptors.html @@ -18,7 +18,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_C5_rules_C5.0.html b/dev/reference/details_C5_rules_C5.0.html index 1833bc5c2..fe6bc4a41 100644 --- a/dev/reference/details_C5_rules_C5.0.html +++ b/dev/reference/details_C5_rules_C5.0.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_auto_ml_h2o.html b/dev/reference/details_auto_ml_h2o.html index 08a96fbd8..a6ce3be1e 100644 --- a/dev/reference/details_auto_ml_h2o.html +++ b/dev/reference/details_auto_ml_h2o.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_bag_mars_earth.html b/dev/reference/details_bag_mars_earth.html index 130d094f3..a275bf51d 100644 --- a/dev/reference/details_bag_mars_earth.html +++ b/dev/reference/details_bag_mars_earth.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_bag_mlp_nnet.html b/dev/reference/details_bag_mlp_nnet.html index d8c8e7815..4f92ad905 100644 --- a/dev/reference/details_bag_mlp_nnet.html +++ b/dev/reference/details_bag_mlp_nnet.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_bag_tree_C5.0.html b/dev/reference/details_bag_tree_C5.0.html index 55c1afda9..ba3c7000d 100644 --- a/dev/reference/details_bag_tree_C5.0.html +++ b/dev/reference/details_bag_tree_C5.0.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_bag_tree_rpart.html b/dev/reference/details_bag_tree_rpart.html index 9d78deb0b..77e4ce44b 100644 --- a/dev/reference/details_bag_tree_rpart.html +++ b/dev/reference/details_bag_tree_rpart.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_bart_dbarts.html b/dev/reference/details_bart_dbarts.html index ff8dcdd1e..3d105ec78 100644 --- a/dev/reference/details_bart_dbarts.html +++ b/dev/reference/details_bart_dbarts.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_boost_tree_C5.0.html b/dev/reference/details_boost_tree_C5.0.html index a35fa3d22..80e6f0f00 100644 --- a/dev/reference/details_boost_tree_C5.0.html +++ b/dev/reference/details_boost_tree_C5.0.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_boost_tree_h2o.html b/dev/reference/details_boost_tree_h2o.html index 659ed0b4d..940d97f0c 100644 --- a/dev/reference/details_boost_tree_h2o.html +++ b/dev/reference/details_boost_tree_h2o.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_boost_tree_lightgbm.html b/dev/reference/details_boost_tree_lightgbm.html index f929bfe9c..bd5e46085 100644 --- a/dev/reference/details_boost_tree_lightgbm.html +++ b/dev/reference/details_boost_tree_lightgbm.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_boost_tree_mboost.html b/dev/reference/details_boost_tree_mboost.html index fb8d55ad7..146592629 100644 --- a/dev/reference/details_boost_tree_mboost.html +++ b/dev/reference/details_boost_tree_mboost.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_boost_tree_spark.html b/dev/reference/details_boost_tree_spark.html index 283dcde7e..8b258d2bb 100644 --- a/dev/reference/details_boost_tree_spark.html +++ b/dev/reference/details_boost_tree_spark.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_boost_tree_xgboost.html b/dev/reference/details_boost_tree_xgboost.html index e54a39309..eca658c85 100644 --- a/dev/reference/details_boost_tree_xgboost.html +++ b/dev/reference/details_boost_tree_xgboost.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_cubist_rules_Cubist.html b/dev/reference/details_cubist_rules_Cubist.html index 73863b5bb..86dc4dc26 100644 --- a/dev/reference/details_cubist_rules_Cubist.html +++ b/dev/reference/details_cubist_rules_Cubist.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_decision_tree_C5.0.html b/dev/reference/details_decision_tree_C5.0.html index 878705fa0..3b13c0b04 100644 --- a/dev/reference/details_decision_tree_C5.0.html +++ b/dev/reference/details_decision_tree_C5.0.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_decision_tree_partykit.html b/dev/reference/details_decision_tree_partykit.html index 8f8b1db99..59f04ee19 100644 --- a/dev/reference/details_decision_tree_partykit.html +++ b/dev/reference/details_decision_tree_partykit.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_decision_tree_rpart.html b/dev/reference/details_decision_tree_rpart.html index 9ce95e697..185117cab 100644 --- a/dev/reference/details_decision_tree_rpart.html +++ b/dev/reference/details_decision_tree_rpart.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_decision_tree_spark.html b/dev/reference/details_decision_tree_spark.html index be46fccc0..07f704c84 100644 --- a/dev/reference/details_decision_tree_spark.html +++ b/dev/reference/details_decision_tree_spark.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_discrim_flexible_earth.html b/dev/reference/details_discrim_flexible_earth.html index d8d8a34f7..ece476d59 100644 --- a/dev/reference/details_discrim_flexible_earth.html +++ b/dev/reference/details_discrim_flexible_earth.html @@ -16,7 +16,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_discrim_linear_MASS.html b/dev/reference/details_discrim_linear_MASS.html index abf9c7165..f99c009ac 100644 --- a/dev/reference/details_discrim_linear_MASS.html +++ b/dev/reference/details_discrim_linear_MASS.html @@ -16,7 +16,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_discrim_linear_mda.html b/dev/reference/details_discrim_linear_mda.html index 908650ae0..e5e8af701 100644 --- a/dev/reference/details_discrim_linear_mda.html +++ b/dev/reference/details_discrim_linear_mda.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_discrim_linear_sda.html b/dev/reference/details_discrim_linear_sda.html index 9c1dccf50..062684e11 100644 --- a/dev/reference/details_discrim_linear_sda.html +++ b/dev/reference/details_discrim_linear_sda.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_discrim_linear_sparsediscrim.html b/dev/reference/details_discrim_linear_sparsediscrim.html index a11120b57..2af94e03e 100644 --- a/dev/reference/details_discrim_linear_sparsediscrim.html +++ b/dev/reference/details_discrim_linear_sparsediscrim.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_discrim_quad_MASS.html b/dev/reference/details_discrim_quad_MASS.html index 05b648c37..a557b6059 100644 --- a/dev/reference/details_discrim_quad_MASS.html +++ b/dev/reference/details_discrim_quad_MASS.html @@ -16,7 +16,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_discrim_quad_sparsediscrim.html b/dev/reference/details_discrim_quad_sparsediscrim.html index 865059f04..18aa198d3 100644 --- a/dev/reference/details_discrim_quad_sparsediscrim.html +++ b/dev/reference/details_discrim_quad_sparsediscrim.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_discrim_regularized_klaR.html b/dev/reference/details_discrim_regularized_klaR.html index 8f2d1f57d..87f5112ec 100644 --- a/dev/reference/details_discrim_regularized_klaR.html +++ b/dev/reference/details_discrim_regularized_klaR.html @@ -18,7 +18,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_gen_additive_mod_mgcv.html b/dev/reference/details_gen_additive_mod_mgcv.html index 941848163..d1a4909c2 100644 --- a/dev/reference/details_gen_additive_mod_mgcv.html +++ b/dev/reference/details_gen_additive_mod_mgcv.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_linear_reg_brulee.html b/dev/reference/details_linear_reg_brulee.html index 2dfd35a05..72c4cfa05 100644 --- a/dev/reference/details_linear_reg_brulee.html +++ b/dev/reference/details_linear_reg_brulee.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_linear_reg_gee.html b/dev/reference/details_linear_reg_gee.html index 2eef67cc7..09fcbc35d 100644 --- a/dev/reference/details_linear_reg_gee.html +++ b/dev/reference/details_linear_reg_gee.html @@ -12,7 +12,7 @@ parsnip - 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1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_rand_forest_partykit.html b/dev/reference/details_rand_forest_partykit.html index b33d4d978..b0ab733d0 100644 --- a/dev/reference/details_rand_forest_partykit.html +++ b/dev/reference/details_rand_forest_partykit.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_rand_forest_randomForest.html b/dev/reference/details_rand_forest_randomForest.html index 5e526e7dd..ba1bdfe0f 100644 --- a/dev/reference/details_rand_forest_randomForest.html +++ b/dev/reference/details_rand_forest_randomForest.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_rand_forest_ranger.html b/dev/reference/details_rand_forest_ranger.html index a5cfffa2b..0608a0908 100644 --- a/dev/reference/details_rand_forest_ranger.html +++ b/dev/reference/details_rand_forest_ranger.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_rand_forest_spark.html b/dev/reference/details_rand_forest_spark.html index 9aee02b13..5770eb2c0 100644 --- a/dev/reference/details_rand_forest_spark.html +++ b/dev/reference/details_rand_forest_spark.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_rule_fit_h2o.html b/dev/reference/details_rule_fit_h2o.html index ebffa3fc5..2a4284e98 100644 --- a/dev/reference/details_rule_fit_h2o.html +++ b/dev/reference/details_rule_fit_h2o.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_rule_fit_xrf.html b/dev/reference/details_rule_fit_xrf.html index bffbe73e3..f623b0df0 100644 --- a/dev/reference/details_rule_fit_xrf.html +++ b/dev/reference/details_rule_fit_xrf.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_surv_reg_flexsurv.html b/dev/reference/details_surv_reg_flexsurv.html index aea3e298e..8c2992527 100644 --- a/dev/reference/details_surv_reg_flexsurv.html +++ b/dev/reference/details_surv_reg_flexsurv.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_surv_reg_survival.html b/dev/reference/details_surv_reg_survival.html index 7fdd08fb8..f9e069c8a 100644 --- a/dev/reference/details_surv_reg_survival.html +++ b/dev/reference/details_surv_reg_survival.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_survival_reg_flexsurv.html b/dev/reference/details_survival_reg_flexsurv.html index 400b67dc2..e8f3c17b9 100644 --- a/dev/reference/details_survival_reg_flexsurv.html +++ b/dev/reference/details_survival_reg_flexsurv.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_survival_reg_flexsurvspline.html b/dev/reference/details_survival_reg_flexsurvspline.html index 0e65adfbe..72634c442 100644 --- a/dev/reference/details_survival_reg_flexsurvspline.html +++ b/dev/reference/details_survival_reg_flexsurvspline.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_survival_reg_survival.html b/dev/reference/details_survival_reg_survival.html index 8d523c2d3..aa31494b3 100644 --- a/dev/reference/details_survival_reg_survival.html +++ b/dev/reference/details_survival_reg_survival.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_svm_linear_LiblineaR.html b/dev/reference/details_svm_linear_LiblineaR.html index 66e73a2fb..58fbc1977 100644 --- a/dev/reference/details_svm_linear_LiblineaR.html +++ b/dev/reference/details_svm_linear_LiblineaR.html @@ -16,7 +16,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_svm_linear_kernlab.html b/dev/reference/details_svm_linear_kernlab.html index 98908befc..66d520d04 100644 --- a/dev/reference/details_svm_linear_kernlab.html +++ b/dev/reference/details_svm_linear_kernlab.html @@ -16,7 +16,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_svm_poly_kernlab.html b/dev/reference/details_svm_poly_kernlab.html index 80d7e2094..f9e762aa4 100644 --- a/dev/reference/details_svm_poly_kernlab.html +++ b/dev/reference/details_svm_poly_kernlab.html @@ -16,7 +16,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/details_svm_rbf_kernlab.html b/dev/reference/details_svm_rbf_kernlab.html index f889c4b18..ccd89736c 100644 --- a/dev/reference/details_svm_rbf_kernlab.html +++ b/dev/reference/details_svm_rbf_kernlab.html @@ -16,7 +16,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/discrim_flexible.html b/dev/reference/discrim_flexible.html index d2120d5db..7224687d5 100644 --- a/dev/reference/discrim_flexible.html +++ b/dev/reference/discrim_flexible.html @@ -24,7 +24,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/discrim_linear.html b/dev/reference/discrim_linear.html index e475c0c82..698dc5e66 100644 --- a/dev/reference/discrim_linear.html +++ b/dev/reference/discrim_linear.html @@ -34,7 +34,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/discrim_quad.html b/dev/reference/discrim_quad.html index 9f6876c80..e0c3da407 100644 --- a/dev/reference/discrim_quad.html +++ b/dev/reference/discrim_quad.html @@ -30,7 +30,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/discrim_regularized.html b/dev/reference/discrim_regularized.html index 9fd39e062..5ce0e4e61 100644 --- a/dev/reference/discrim_regularized.html +++ b/dev/reference/discrim_regularized.html @@ -28,7 +28,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/doc-tools.html b/dev/reference/doc-tools.html index cf93310f9..7f08e0be2 100644 --- a/dev/reference/doc-tools.html +++ b/dev/reference/doc-tools.html @@ -34,7 +34,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/dot-extract_surv_status.html b/dev/reference/dot-extract_surv_status.html index 7ede4397b..bb827826e 100644 --- a/dev/reference/dot-extract_surv_status.html +++ b/dev/reference/dot-extract_surv_status.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/dot-extract_surv_time.html b/dev/reference/dot-extract_surv_time.html index 85adc9bf8..c9131b35b 100644 --- a/dev/reference/dot-extract_surv_time.html +++ b/dev/reference/dot-extract_surv_time.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/dot-model_param_name_key.html b/dev/reference/dot-model_param_name_key.html index b2f4f400b..2ff7af338 100644 --- a/dev/reference/dot-model_param_name_key.html +++ b/dev/reference/dot-model_param_name_key.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/eval_args.html b/dev/reference/eval_args.html index 4be130811..d9308d117 100644 --- a/dev/reference/eval_args.html +++ b/dev/reference/eval_args.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/extension-check-helpers.html b/dev/reference/extension-check-helpers.html index e2a0509d4..67de996fc 100644 --- a/dev/reference/extension-check-helpers.html +++ b/dev/reference/extension-check-helpers.html @@ -20,7 +20,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/extract-parsnip.html b/dev/reference/extract-parsnip.html index fdd2ca7d0..9abe2653f 100644 --- a/dev/reference/extract-parsnip.html +++ b/dev/reference/extract-parsnip.html @@ -28,7 +28,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/fit.html b/dev/reference/fit.html index b3f53b906..29dc9eb82 100644 --- a/dev/reference/fit.html +++ b/dev/reference/fit.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/fit_control.html b/dev/reference/fit_control.html index f1c597ae6..bd7e8fa9a 100644 --- a/dev/reference/fit_control.html +++ b/dev/reference/fit_control.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/format-internals.html b/dev/reference/format-internals.html index 57aafe036..fbba7ceb2 100644 --- a/dev/reference/format-internals.html +++ b/dev/reference/format-internals.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/gen_additive_mod.html b/dev/reference/gen_additive_mod.html index 688ab64d9..9618bedbb 100644 --- a/dev/reference/gen_additive_mod.html +++ b/dev/reference/gen_additive_mod.html @@ -24,7 +24,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/get_model_env.html b/dev/reference/get_model_env.html index ab744d6c0..e24b3738b 100644 --- a/dev/reference/get_model_env.html +++ b/dev/reference/get_model_env.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/glance.model_fit.html b/dev/reference/glance.model_fit.html index b061c4117..de5c3bfbb 100644 --- a/dev/reference/glance.model_fit.html +++ b/dev/reference/glance.model_fit.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/glm_grouped.html b/dev/reference/glm_grouped.html index f210f204b..da972711e 100644 --- a/dev/reference/glm_grouped.html +++ b/dev/reference/glm_grouped.html @@ -26,7 +26,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/glmnet-details.html b/dev/reference/glmnet-details.html index 48e8c69bd..0b170f1d2 100644 --- a/dev/reference/glmnet-details.html +++ b/dev/reference/glmnet-details.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/glmnet_helpers.html b/dev/reference/glmnet_helpers.html index 9dc25c166..c93ca9292 100644 --- a/dev/reference/glmnet_helpers.html +++ b/dev/reference/glmnet_helpers.html @@ -20,7 +20,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/glmnet_helpers_prediction.html b/dev/reference/glmnet_helpers_prediction.html index 5e9facf43..68214d28c 100644 --- a/dev/reference/glmnet_helpers_prediction.html +++ b/dev/reference/glmnet_helpers_prediction.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/has_multi_predict.html b/dev/reference/has_multi_predict.html index bd08f3d8e..5f7561b2d 100644 --- a/dev/reference/has_multi_predict.html +++ b/dev/reference/has_multi_predict.html @@ -16,7 +16,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/index.html b/dev/reference/index.html index d8419bc8c..1836735bf 100644 --- a/dev/reference/index.html +++ b/dev/reference/index.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/keras_mlp.html b/dev/reference/keras_mlp.html index e1a38e61b..a95ba4a50 100644 --- a/dev/reference/keras_mlp.html +++ b/dev/reference/keras_mlp.html @@ -14,7 +14,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/keras_predict_classes.html b/dev/reference/keras_predict_classes.html index 87e1756f5..608b1a507 100644 --- a/dev/reference/keras_predict_classes.html +++ b/dev/reference/keras_predict_classes.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/knit_engine_docs.html b/dev/reference/knit_engine_docs.html index fd7e3df78..50588b4d1 100644 --- a/dev/reference/knit_engine_docs.html +++ b/dev/reference/knit_engine_docs.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/linear_reg.html b/dev/reference/linear_reg.html index b2ae6faa7..8816d9260 100644 --- a/dev/reference/linear_reg.html +++ b/dev/reference/linear_reg.html @@ -48,7 +48,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/list_md_problems.html b/dev/reference/list_md_problems.html index a4bc7e13c..2d99fcad0 100644 --- a/dev/reference/list_md_problems.html +++ b/dev/reference/list_md_problems.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/logistic_reg.html b/dev/reference/logistic_reg.html index 1161ffd20..64cb55beb 100644 --- a/dev/reference/logistic_reg.html +++ b/dev/reference/logistic_reg.html @@ -44,7 +44,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/make_call.html b/dev/reference/make_call.html index 469796c46..ac33db818 100644 --- a/dev/reference/make_call.html +++ b/dev/reference/make_call.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/make_classes.html b/dev/reference/make_classes.html index c33f7fdb1..bace7763a 100644 --- a/dev/reference/make_classes.html +++ b/dev/reference/make_classes.html @@ -10,7 +10,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/mars.html b/dev/reference/mars.html index a32261c0b..a3b8b469d 100644 --- a/dev/reference/mars.html +++ b/dev/reference/mars.html @@ -26,7 +26,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/max_mtry_formula.html b/dev/reference/max_mtry_formula.html index d6d55a8a8..d33fb35e5 100644 --- a/dev/reference/max_mtry_formula.html +++ b/dev/reference/max_mtry_formula.html @@ -18,7 +18,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/maybe_matrix.html b/dev/reference/maybe_matrix.html index 3665c764f..fe00406fc 100644 --- a/dev/reference/maybe_matrix.html +++ b/dev/reference/maybe_matrix.html @@ -12,7 +12,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 diff --git a/dev/reference/min_cols.html b/dev/reference/min_cols.html index 78cdd7ae1..fce332a7f 100644 --- a/dev/reference/min_cols.html +++ b/dev/reference/min_cols.html @@ -20,7 +20,7 @@ parsnip - 1.1.1.9004 + 1.1.1.9005 @@ -151,8 +151,8 @@ Examples#> Target node size: 32 #> Variable importance mode: none #> Splitrule: variance -#> OOB prediction error (MSE): 39.20487 -#> R squared (OOB): -0.07930744 +#> OOB prediction error (MSE): 42.19726 +#> R squared (OOB): -0.1616876
Kuhn M, Vaughan D (2023). parsnip: A Common API to Modeling and Analysis Functions. -R package version 1.1.1.9004, +R package version 1.1.1.9005, https://parsnip.tidymodels.org/, https://github.com/tidymodels/parsnip.
@Manual{, title = {parsnip: A Common API to Modeling and Analysis Functions}, author = {Max Kuhn and Davis Vaughan}, year = {2023}, - note = {R package version 1.1.1.9004, + note = {R package version 1.1.1.9005, https://parsnip.tidymodels.org/}, url = {https://github.com/tidymodels/parsnip}, }
Improved errors and documentation related to special terms in formulas. See ?model_formula to learn more. (#770, #1014)
?model_formula
.filter_eval_time() was moved to the survival standalone file.
.filter_eval_time()
Improved errors in cases where the outcome column is mis-specified. (#1003)
Fixed documentation for mlp(engine = "brulee"): the default values for learn_rate and epochs were swapped (#1018).
mlp(engine = "brulee")
learn_rate
epochs
The new_data argument for the predict() method for censoring_model_reverse_km objects has been deprecated (#965).
new_data
predict()
censoring_model_reverse_km