Pattern/config.json at main · Utopialvo/Pattern · GitHub

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{
  "data_source": "pandas",
  "optimizer": "tpe",
  "plots_path": "results/datavis/kmeans",
  "stat_path": "results/stat/kmeans",
  "preprocessing": {
    "normalizer": {
      "methods": {
        "x1": "zscore",
        "x2": "range",
        "x3": "minmax"
      },
      "columns": [
        "x1",
        "x2",
        "x3"
      ]
    },
    "sampler": {
      "features": "data.parquet",
      "similarity": null
    }
  },
  "features": "data.parquet",
  "similarity": null,
  "algorithm": "kmeans",
  "params": {
    "n_clusters": [
      3,
      5,
      7,
      10
    ],
    "init": [
      "k-means++",
      "random"
    ],
    "max_iter": [
      100,
      200
    ]
  },
  "metric": "attribute",
  "output_path": "best_kmeans.joblib"
}