feature_config.json

{
  "classKey": "pokemonId",
  "feature_sources": [
    {
      "name": "API Features",
      "path": "./feature_sources/api_features.js",
      "enabled": true,
      "features": [
        {
          "key": "pokemonId",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "latitude",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "longitude",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "appearedOn",
          "type": "string",
          "enabled": false
        },
        {
          "key": "appearedLocalTime",
          "type": "string",
          "enabled": true
        },
        {
          "key": "_id",
          "type": "string",
          "enabled": true
        },
        {
          "key": "source",
          "type": "nominal",
          "enabled": false
        }
      ]
    },
    {
      "name": "S2 Features",
      "path": "./feature_sources/s2_features.js",
      "enabled": true,
      "features": [
        {
          "key": "cellId_90m",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "cellId_180m",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "cellId_370m",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "cellId_730m",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "cellId_1460m",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "cellId_2920m",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "cellId_5850m",
          "type": "numeric",
          "enabled": true
        }
      ]
    },
    {
      "name": "Time Features",
      "path": "./feature_sources/time_features.js",
      "enabled": true,
      "features": [
        {
          "key": "appearedTimeOfDay",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "appearedHour",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "appearedMinute",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "appearedDayOfWeek",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "appearedDay",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "appearedMonth",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "appearedYear",
          "type": "numeric",
          "enabled": true
        }
      ]
    },
    {
      "name": "Pokemon Type Features",
      "path": "./feature_sources/poketype_features.js",
      "enabled": false,
      "features": [
        {
          "key": "typeSteel",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "typeGhost",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "typeElectric",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "typeIce",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "typeNormal",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "typeFire",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "typePsychic",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "typeFlying",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "typePoison",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "typeDragon",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "typeWater",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "typeFighting",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "typeRock",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "typeFairy",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "typeGrass",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "typeBug",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "typeGround",
          "type": "nominal",
          "enabled": true
        }
      ]
    },
    {
      "name": "Is Pokemon id Features",
      "path": "./feature_sources/isPokemonId_features.js",
      "enabled": false,
      "features": [
        {
          "key": "isPokemonId_16",
          "type": "nominal",
          "enabled": false
        }
      ]
    },
    {
      "name": "Terrain Type Feature",
      "path": "./feature_sources/terrain_features.js",
      "enabled": true,
      "features": [
        {
          "key": "terrainType",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "closeToWater",
          "type": "nominal",
          "enabled": true
        }
      ]
    },
    {
      "name": "Weather Features",
      "path": "./feature_sources/weather_clean.js",
      "enabled": false,
      "features": [
        {
          "key": "city",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "continent",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "weather",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "temperature",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "windSpeed",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "windBearing",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "pressure",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "weatherIcon",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "sunriseMinutesMidnight",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "sunriseHour",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "sunriseMinute",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "sunriseMinutesSince",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "sunsetMinutesMidnight",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "sunsetHour",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "sunsetMinute",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "sunsetMinutesBefore",
          "type": "numeric",
          "enabled": true
        }
      ]
    },
    {
      "name": "Co-occurrence Features",
      "path": "./feature_sources/co-occurrence_post-features.js",
      "enabled": false,
      "post_process": true,
      "features": [
        {
          "key": "co-occ90m_Id",
          "type": "nominal",
          "enabled": true
        }
      ]
    },
    {
      "name": "population density",
      "path": "./feature_sources/population_density.js",
      "enabled": true,
      "features": [
        {
          "key": "population_density",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "urban",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "suburban",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "midurban",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "rural",
          "type": "nominal",
          "enabled": true
        }
      ]
    },
    {
      "name": "Place features for gyms",
      "path": "./feature_sources/place_features.js",
      "enabled": true,
      "features": [
        {
          "key": "gymDistanceKm",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "gymIn100m",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "gymIn250m",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "gymIn500m",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "gymIn1000m",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "gymIn2500m",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "gymIn5000m",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "pokestopDistanceKm",
          "type": "numeric",
          "enabled": true
        },
        {
          "key": "pokestopIn100m",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "pokestopIn250m",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "pokestopIn500m",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "pokestopIn1000m",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "pokestopIn2500m",
          "type": "nominal",
          "enabled": true
        },
        {
          "key": "pokestopIn5000m",
          "type": "nominal",
          "enabled": true
        }
      ]
    }
  ]
}