{
    "about": {
        "problemID": "kpi_problem",
        "problemName": "kpi_problem",
        "problemDescription": "Anomaly detection",
        "problemVersion": "4.0.0",
        "problemSchemaVersion": "4.0.0",
        "taskKeywords": [
            "classification",
            "binary",
            "tabular"
        ]
    },
    "inputs": {
        "data": [
            {
                "datasetID": "kpi_dataset",
                "targets": [
                    {
                        "targetIndex": 0,
                        "resID": "learningData",
                        "colIndex": 3,
                        "colName": "ground_truth"
                    }
                ]
            }
        ],
        "dataSplits": {
            "method": "holdOut",
            "testSize": 0.2,
            "stratified": true,
            "numRepeats": 0,
            "randomSeed": 42,
            "splitsFile": "dataSplits.csv",
            "datasetViewMaps": {
                "train": [
                    {
                        "from": "kpi_dataset",
                        "to": "kpi_dataset_TRAIN"
                    }
                ],
                "test": [
                    {
                        "from": "kpi_dataset",
                        "to": "kpi_dataset_TEST"
                    }
                ],
                "score": [
                    {
                        "from": "kpi_dataset",
                        "to": "kpi_dataset_SCORE"
                    }
                ]
            }
        },
        "performanceMetrics": [
            {
                "metric": "f1Macro"
            }
        ]
    },
    "expectedOutputs": {
        "predictionsFile": "predictions.csv"
    }
}