manifest.json

{
    "title": "TARZAN",
    "description": "Implementation of https://dl.acm.org/doi/10.1145/775047.775128",
    "inputDimensionality": "univariate",
    "version": "0.3.0",
    "authors": "Eamonn Keogh, Stefano Leonardi, Bill Chiu",
    "language": "Python",
    "type": "Detector",
    "mainFile": "algorithm.py",
    "learningType": "semi-supervised",
    "trainingStep": {
        "parameters": [
            {
                "name": "random_state",
                "type": "int",
                "defaultValue": 42,
                "optional": "true",
                "description": "Seed for random number generation."
            }
        ],
        "modelInput": "none"
    },
    "executionStep": {
        "parameters": [
            {
                "name": "anomaly_window_size",
                "type": "int",
                "defaultValue": 20,
                "optional": "true",
                "description": "Size of the sliding window. Equal to the discord length!"
            },
            {
                "name": "alphabet_size",
                "type": "int",
                "defaultValue": 4,
                "optional": "true",
                "description": "Number of symbols used for discretization by SAX (performance parameter)"
            },
            {
                "name": "random_state",
                "type": "int",
                "defaultValue": 42,
                "optional": "true",
                "description": "Seed for random number generation."
            }
        ],
        "modelInput": "required"
    }
}