{
  "fetched_at": "2026-10-19T17:55:45Z",
  "source_url": "https://www.kaggle.com/competitions/esda-nilm-2021/data",
  "pages": [
    {
      "name": "data-description",
      "content": "The submitted data is non-intrusive load monitoring (NILM) data. Your task is to predict **appliances**: the appliances in use when the measurement was taken. The appliances column is formatted as follows: +{appliance1}+{appliance2}...\n\n## Files\n\n- Training data **vw_train.csv**\n- Testing data **vw_test.csv**\n- Example submission **sample_submission.csv**\n\n",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    },
    {
      "name": "Description",
      "content": "Welcome to the ESDA non-intrusive load monitoring (NILM) competition of 2021! You will compete individually or in teams to classify appliances based on voltage and current data, sampled at high resolution. We have processed the raw data into a number of features (see the Data tab above). \n\n",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    },
    {
      "name": "Evaluation",
      "content": "You will be evaluated on classification accuracy: that is the proportion of correct class labels. Although each classification is effectively a multi-label classification (e.g. +fridge+washing_machine) there are no points for getting one of the labels correct. Each combination is treated as an individual class. \n\nThe public leaderboard shows the classification accuracy of submissions on a subset of the data (30%). The actual results, evaluated on the remaining 70%, will be different and are only released at the end of the competition. ",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    },
    {
      "name": "rules",
      "content": "There are no rules on methods! You can use whatever you like. Teams or individuals are welcome. Good luck! ",
      "isPublished": false,
      "hasIsPublished": false,
      "postTitle": "",
      "hasPostTitle": false,
      "mimeType": "",
      "hasMimeType": false
    }
  ]
}