catalog_def_04.json

{
  "name": "kmeans_on_ts_predict",
  "label": "K-Means on TS Predict",
  "description": "Apply predictions on time series data according a given K-means model and displays visualisation of all the curves of the cluster.",
  "family": "Data_Modeling__Unsupervised_Learning",
  "entry_point": "kmeans.kmeans_on_ts_predict::kmeans_on_ts_predict",
  "inputs": [
    {
      "name": "clusters",
      "label": "Clusters",
      "description": "The K-means result to be used to visualise the curves of the considerer cluster of the new TS given in `TS list` argument",
      "type": "kmeans_mds"
    },
    {
      "name": "model",
      "label": "Model",
      "description": "The K-means model to be used to cluster the TS list",
      "type": "sk_model"
    },
    {
      "name": "ts_list",
      "label": "TS list",
      "description": "List of aligned TS to be clustered according the K-means model given in input",
      "type": "ts_list"
    }
  ],
  "outputs": [
    {
      "name": "predictions_table",
      "label": "Table",
      "description": "The table of predictions",
      "type": "table"
    }
  ]
}