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config.json
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config.json
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{
"repeat_time": 5,
"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": 3000
},
"mlp_A": {
"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
},
"mlp_B": {
"imbalan_ratio": 1.0,
"fil_num": 8,
"drop_rate": 0.5,
"batch_size": 8,
"balanced": 0,
"roi_threshold": 0.6,
"roi_count": 200,
"choice": "thres",
"learning_rate": 0.1,
"train_epochs": 300
},
"mlp_C": {
"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
},
"mlp_D": {
"imbalan_ratio": 1.0,
"fil_num": 8,
"drop_rate": 0.5,
"batch_size": 8,
"balanced": 0,
"learning_rate": 0.1,
"train_epochs": 300
},
"mlp_E": {
"imbalan_ratio": 1.0,
"fil_num": 8,
"drop_rate": 0.5,
"batch_size": 8,
"balanced": 0,
"roi_threshold": 0.6,
"roi_count": 200,
"choice": "thres",
"learning_rate": 0.1,
"train_epochs": 300
},
"mlp_F": {
"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
},
"cnn": {
"fil_num": 20,
"drop_rate": 0.137,
"batch_size": 2,
"balanced": 0,
"Data_dir": "/data/datasets/ADNI_NoBack/",
"learning_rate": 0.0001,
"train_epochs": 200
}
}