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cnn_config.json
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{
"cnn": {
"fil_num": 20,
"drop_rate": 0.137,
"batch_size": 2,
"balanced": 0,
"Data_dir": "/data/datasets/ADNI_NoBack/",
"learning_rate": 0.00001,
"train_epochs": 200
},
"cnnp": {
"fil_num": 20,
"drop_rate": 0.137,
"batch_size": 2,
"balanced": 0,
"Data_dir": "./ADNIP_NoBack/",
"learning_rate": 0.0001,
"train_epochs": 200
},
"standard": {
"fil_num": 20,
"drop_rate": 0.5,
"batch_size": 16,
"balanced": 0,
"Data_dir": "/data/datasets/ADNI_NoBack/",
"learning_rate": 0.0001,
"train_epochs": 200
},
"fcn": {
"fil_num": 20,
"drop_rate": 0.5,
"patch_size": 47,
"batch_size": 10,
"balanced": 1,
"Data_dir": "/data/datasets/ADNI_NoBack/",
"learning_rate": 0.0001,
"train_epochs": 2000
},
"mlp": {
"imbalan_ratio": 1.0,
"fil_num": 100,
"drop_rate": 0.5,
"batch_size": 8,
"balanced": 0,
"roi_threshold": 0.6,
"roi_count": 200,
"choice": "count",
"learning_rate": 0.01,
"train_epochs": 300
}
}