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manifest.json
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manifest.json
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{
"title": "STAMP",
"description": "Implementation of https://doi.org/10.1109/ICDM.2016.0179.",
"inputDimensionality": "univariate",
"version": "0.3.0",
"authors": "Chin-Chia Michael Yeh, Yan Zhu, Liudmila Ulanova, Nurjahan Begum, Yifei Ding, Hoang Anh Dau, Diego Furtado Silva, Abdullah Mueen, Eamonn Keogh",
"language": "R",
"type": "Detector",
"mainFile": "algorithm.r",
"learningType": "unsupervised",
"executionStep": {
"parameters": [
{
"name": "anomaly_window_size",
"type": "Int",
"defaultValue": 30,
"optional": "false",
"description": "Size of the sliding window."
},{
"name": "exclusion_zone",
"type": "Float",
"defaultValue": 0.5,
"optional": "true",
"description": "Size of the exclusion zone as a factor of the window_size. This prevents self-matches."
},{
"name": "verbose",
"type": "Int",
"defaultValue": 1,
"optional": "true",
"description": "Controls logging verbosity."
},{
"name": "n_jobs",
"type": "Int",
"defaultValue": 1,
"optional": "true",
"description": "The number of jobs to run in parallel. `-1` is not supported, defaults back to serial implementation."
},
{
"name": "random_state",
"type": "Int",
"defaultValue": 42,
"optional": "true",
"description": "Seed for random number generation."
}
],
"modelInput": "none"
}
}