PRESOL/parameters.json at main · theMIDAgroup/PRESOL · GitHub

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{
    "split_name": "GroupBy_Stratify_without_AR",
    "selection_period": {
        "name_column_time": "t_rec",
        "start": "2012.01.01",
        "end": "2012.02.01"
    },
    "column_active_region": "HARPNUM",
    "parameters": {
        "Random_without_Type": {
            "perc_train": 0.7,
            "random_state":null
            },
        "Balanced_Type": {
            "flare_columns": ["TYPE_X","TYPE_M","TYPE_C"],
            "rare_events":["TYPE_X","TYPE_M"],
            "label_column":"Label",
            "perc_train": 0.7,
            "perc_relax": 0.8
            },
        "Cronological_Split":{
            "train_periods":[["2012.01.01", "2012.01.05"], ["2012.01.20", "2012.02.01"]],
            "test_periods":[["2012.01.05_06:00:00", "2012.01.20"]]
        },
        "GroupBy_Stratify":{
            "label_column": "Label",
            "random_state":42,
            "test_size": 0.3
        },
        "GroupBy_Stratify_without_AR":{
            "test_size" : 0.3,
            "random_state" : 42,
            "label_column" : "Label"
        }
    }
}