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configuration_file.json
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configuration_file.json
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{
"data_loading": {
"group_1": {
"modality_1": {
"file": [
"D:/WorkStation_2018/WorkStation_2018_11_machineLearning_Psychosi_ALFF/Data/mALFF_All/ALFFMap_S20-1-0001.nii",
"D:/WorkStation_2018/WorkStation_2018_11_machineLearning_Psychosi_ALFF/Data/mALFF_All/ALFFMap_S20-1-0002.nii",
"D:/WorkStation_2018/WorkStation_2018_11_machineLearning_Psychosi_ALFF/Data/mALFF_All/ALFFMap_S20-1-0003.nii",
"D:/WorkStation_2018/WorkStation_2018_11_machineLearning_Psychosi_ALFF/Data/mALFF_All/ALFFMap_S20-1-0004.nii",
"D:/WorkStation_2018/WorkStation_2018_11_machineLearning_Psychosi_ALFF/Data/mALFF_All/ALFFMap_S20-1-0005.nii",
"D:/WorkStation_2018/WorkStation_2018_11_machineLearning_Psychosi_ALFF/Data/mALFF_All/ALFFMap_S20-1-0006.nii",
"D:/WorkStation_2018/WorkStation_2018_11_machineLearning_Psychosi_ALFF/Data/mALFF_All/ALFFMap_S20-1-0007.nii",
"D:/WorkStation_2018/WorkStation_2018_11_machineLearning_Psychosi_ALFF/Data/mALFF_All/ALFFMap_S20-1-0008.nii"
],
"mask": "D:/WorkStation_2018/SZ_classification/Data/Atalas/sorted_brainnetome_atalas_3mm.nii",
"targets": "D:/My_Codes/easylearn-fmri/eslearn/GUI/Some_ML_Tools.txt",
"covariates": "D:/My_Codes/easylearn-fmri/eslearn/GUI/Some_ML_Tools.txt"
}
}
},
"feature_engineering": {
"feature_preprocessing": {
"grouplevel": {}
},
"dimreduction": {
"Non-negative matrix factorization": {
"min": {
"value": "0.01"
},
"max": {
"value": "1.00"
},
"number": {
"value": "10"
}
}
},
"feature_selection": {
"Variance threshold": {
"min": {
"value": "0.10"
},
"max": {
"value": "0.80"
},
"number": {
"value": "10"
}
}
},
"unbalance_treatment": {
"randover": {}
}
},
"machine_learning": {
"Classification": {
"Support vector machine": {
"kernel": {
"value": "linear"
},
"minc": {
"value": "1.00"
},
"maxc": {
"value": "1.00"
},
"numc": {
"value": "1"
},
"maxgamma": {
"value": "scale"
},
"mingamma": {
"value": "scale"
},
"numgamma": {
"value": "1"
}
}
}
},
"model_evaluation": {},
"statistical_analysis": {}
}