gridpulse / artifacts /feature_importance.json
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[
{
"feature":"cooling_x_hour",
"gain":3001141.1624338105
},
{
"feature":"temp_roll_mean_24h",
"gain":1571055.4263659939
},
{
"feature":"ba_code",
"gain":1261479.8008007184
},
{
"feature":"temp_squared",
"gain":896917.3745617121
},
{
"feature":"demand_lag_24h",
"gain":685835.125186868
},
{
"feature":"hour_sin",
"gain":676173.7070398927
},
{
"feature":"temperature_2m",
"gain":447047.0015996695
},
{
"feature":"hour_cos",
"gain":390778.7357167974
},
{
"feature":"doy_cos",
"gain":374737.1456693336
},
{
"feature":"apparent_temperature",
"gain":310750.9920145422
},
{
"feature":"doy_sin",
"gain":268005.6131231189
},
{
"feature":"demand_lag_25h",
"gain":218860.1265500113
},
{
"feature":"cooling_x_business",
"gain":199033.4714213014
},
{
"feature":"heating_x_business",
"gain":133213.2276219279
},
{
"feature":"heating_degrees",
"gain":132662.657474421
},
{
"feature":"demand_roll_mean_168h",
"gain":123097.3615408093
},
{
"feature":"shortwave_radiation",
"gain":115072.0615241155
},
{
"feature":"dow_sin",
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},
{
"feature":"dew_point_2m",
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},
{
"feature":"is_business_day",
"gain":87037.9024971724
},
{
"feature":"temp_lag_24h",
"gain":86193.0983938649
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{
"feature":"demand_roll_mean_24h",
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},
{
"feature":"relative_humidity_2m",
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},
{
"feature":"demand_roll_std_168h",
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{
"feature":"demand_roll_std_24h",
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{
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{
"feature":"cooling_degrees",
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{
"feature":"demand_lag_26h",
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{
"feature":"demand_lag_48h",
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},
{
"feature":"demand_lag_336h",
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}
]