DBS_Prediction_TW/config.json at main · Fayed-Rsl/DBS_Prediction_TW · GitHub

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{
  "PATHS": {
    "ROOT": "/home/rasfay01/Toolbox",
    "EXCEL_SHEETS": "/home/rasfay01/Toolbox/excel_sheets_cleanup",
    "MPR_FILENAME": "/home/rasfay01/DBS_Prediction_TW/monopolar.xlsx",
    "FEAT_DIR": "/home/rasfay01/Toolbox/features",
    "BEAMFORMER_DIR": "dics/avg/no_fooof/med_off/monopolar",
    "RESULTS_DIR": "/home/rasfay01/DBS_Prediction_TW/results/",
    "PREDICTOR_OUTPUT": "/home/rasfay01/DBS_Prediction_TW/results/prediction_runs"
  },
  "PROJECT": {
    "BEAMFORMER": "dics",
    "MIN_CONTACTS_FOR_HIT":4
  },
  "COLLECTION": {
    "MPR_DATE_STRATEGY": "More",
    "EFFECT_PARAM": "Substantial",
    "CONTACT_TYPE": "All",
    "TW_ANALYSE_MODE": "Rel",
    "MAX_TESTED_MA": 6.0,
    "MIN_TESTED_MA": 0.1
  },
  "FEATURES": {
    "ALL_ROIS": [
      "LFP",
      "Angular",
      "Cerebellum",
      "Frontal",
      "Occipital",
      "Parietal",
      "Sensorimotor",
      "SupraMarginal",
      "Temporal"
    ],
    "ALL_FREQUENCY": [
      "theta",
      "alpha",
      "low-beta",
      "high-beta",
      "low-gamma",
      "high-gamma",
      "sHFO",
      "fHFO"
    ],
    "SIG_TYPES": [
      "lfp_pow",
      "lfp_meg_coh"
    ]
  },
  "MODEL": {
    "CV_SCHEMES": [
      "LOOsubject",
      "LOOelectrode",
      "LOO"
    ],
    "DEFAULT_CV": "LOOelectrode",
    "FEAT_SEL_METHOD": "borutanested",
    "BORUTA_N_SPLITS": 10,
    "BORUTA_THRESHOLD": 0.7,
    "MAX_EVALS": 100,
    "PERM":10000
  }
}