Index

A

Airfoil (class in doubt.datasets.airfoil)

B

BaseTreeQuantileRegressor (class in doubt.models.tree.tree) BikeSharingDaily (class in doubt.datasets.bike_sharing_daily)

BikeSharingHourly (class in doubt.datasets.bike_sharing_hourly) Blog (class in doubt.datasets.blog) Boot (class in doubt.models.boot.boot)

C

cache (doubt.datasets.airfoil.Airfoil attribute) (doubt.datasets.bike_sharing_daily.BikeSharingDaily attribute) (doubt.datasets.bike_sharing_hourly.BikeSharingHourly attribute) (doubt.datasets.blog.Blog attribute) (doubt.datasets.concrete.Concrete attribute) (doubt.datasets.cpu.CPU attribute) (doubt.datasets.facebook_comments.FacebookComments attribute) (doubt.datasets.facebook_metrics.FacebookMetrics attribute) (doubt.datasets.fish_bioconcentration.FishBioconcentration attribute) (doubt.datasets.fish_toxicity.FishToxicity attribute) (doubt.datasets.forest_fire.ForestFire attribute) (doubt.datasets.gas_turbine.GasTurbine attribute) (doubt.datasets.nanotube.Nanotube attribute) (doubt.datasets.new_taipei_housing.NewTaipeiHousing attribute) (doubt.datasets.parkinsons.Parkinsons attribute) (doubt.datasets.power_plant.PowerPlant attribute) (doubt.datasets.protein.Protein attribute) (doubt.datasets.servo.Servo attribute) (doubt.datasets.solar_flare.SolarFlare attribute) (doubt.datasets.space_shuttle.SpaceShuttle attribute) (doubt.datasets.stocks.Stocks attribute) (doubt.datasets.superconductivity.Superconductivity attribute) (doubt.datasets.tehran_housing.TehranHousing attribute) (doubt.datasets.yacht.Yacht attribute) columns (doubt.datasets.airfoil.Airfoil attribute) (doubt.datasets.bike_sharing_daily.BikeSharingDaily attribute) (doubt.datasets.bike_sharing_hourly.BikeSharingHourly attribute) (doubt.datasets.blog.Blog attribute) (doubt.datasets.concrete.Concrete attribute) (doubt.datasets.cpu.CPU attribute) (doubt.datasets.facebook_comments.FacebookComments attribute) (doubt.datasets.facebook_metrics.FacebookMetrics attribute) (doubt.datasets.fish_bioconcentration.FishBioconcentration attribute) (doubt.datasets.fish_toxicity.FishToxicity attribute) (doubt.datasets.forest_fire.ForestFire attribute) (doubt.datasets.gas_turbine.GasTurbine attribute) (doubt.datasets.nanotube.Nanotube attribute) (doubt.datasets.new_taipei_housing.NewTaipeiHousing attribute) (doubt.datasets.parkinsons.Parkinsons attribute) (doubt.datasets.power_plant.PowerPlant attribute) (doubt.datasets.protein.Protein attribute) (doubt.datasets.servo.Servo attribute) (doubt.datasets.solar_flare.SolarFlare attribute) (doubt.datasets.space_shuttle.SpaceShuttle attribute) (doubt.datasets.stocks.Stocks attribute) (doubt.datasets.superconductivity.Superconductivity attribute) (doubt.datasets.tehran_housing.TehranHousing attribute) (doubt.datasets.yacht.Yacht attribute)

compute_statistic() (in module doubt.models.boot.boot) Concrete (class in doubt.datasets.concrete) CPU (class in doubt.datasets.cpu)

D

doubt module doubt.datasets module doubt.datasets.airfoil module doubt.datasets.bike_sharing_daily module doubt.datasets.bike_sharing_hourly module doubt.datasets.blog module doubt.datasets.concrete module doubt.datasets.cpu module doubt.datasets.facebook_comments module doubt.datasets.facebook_metrics module doubt.datasets.fish_bioconcentration module doubt.datasets.fish_toxicity module doubt.datasets.forest_fire module doubt.datasets.gas_turbine module doubt.datasets.nanotube module doubt.datasets.new_taipei_housing module doubt.datasets.parkinsons module doubt.datasets.power_plant module

doubt.datasets.protein module doubt.datasets.servo module doubt.datasets.solar_flare module doubt.datasets.space_shuttle module doubt.datasets.stocks module doubt.datasets.superconductivity module doubt.datasets.tehran_housing module doubt.datasets.yacht module doubt.models module doubt.models.boot module doubt.models.boot.boot module doubt.models.glm module doubt.models.glm.quantile_loss module doubt.models.glm.quantile_regressor module doubt.models.tree module doubt.models.tree.forest module doubt.models.tree.tree module doubt.models.tree.utils module

F

FacebookComments (class in doubt.datasets.facebook_comments) FacebookMetrics (class in doubt.datasets.facebook_metrics) feature_importances_ (doubt.models.tree.tree.QuantileRegressionTree attribute) FishBioconcentration (class in doubt.datasets.fish_bioconcentration) FishToxicity (class in doubt.datasets.fish_toxicity)

fit() (doubt.models.glm.quantile_regressor.QuantileRegressor method) (doubt.models.tree.forest.QuantileRegressionForest method) (doubt.models.tree.tree.BaseTreeQuantileRegressor method) (in module doubt.models.boot.boot) ForestFire (class in doubt.datasets.forest_fire)

G

GasTurbine (class in doubt.datasets.gas_turbine)

M

max_features_ (doubt.models.tree.tree.QuantileRegressionTree attribute) module doubt doubt.datasets doubt.datasets.airfoil doubt.datasets.bike_sharing_daily doubt.datasets.bike_sharing_hourly doubt.datasets.blog doubt.datasets.concrete doubt.datasets.cpu doubt.datasets.facebook_comments doubt.datasets.facebook_metrics doubt.datasets.fish_bioconcentration doubt.datasets.fish_toxicity doubt.datasets.forest_fire doubt.datasets.gas_turbine doubt.datasets.nanotube doubt.datasets.new_taipei_housing doubt.datasets.parkinsons doubt.datasets.power_plant doubt.datasets.protein doubt.datasets.servo doubt.datasets.solar_flare doubt.datasets.space_shuttle doubt.datasets.stocks doubt.datasets.superconductivity doubt.datasets.tehran_housing doubt.datasets.yacht doubt.models doubt.models.boot doubt.models.boot.boot doubt.models.glm doubt.models.glm.quantile_loss doubt.models.glm.quantile_regressor doubt.models.tree doubt.models.tree.forest doubt.models.tree.tree doubt.models.tree.utils

N

n_features_ (doubt.models.tree.tree.QuantileRegressionTree attribute) n_outputs_ (doubt.models.tree.tree.QuantileRegressionTree attribute)

Nanotube (class in doubt.datasets.nanotube) NewTaipeiHousing (class in doubt.datasets.new_taipei_housing)

P

Parkinsons (class in doubt.datasets.parkinsons) PowerPlant (class in doubt.datasets.power_plant) predict() (doubt.models.glm.quantile_regressor.QuantileRegressor method) (doubt.models.tree.forest.QuantileRegressionForest method) (doubt.models.tree.tree.BaseTreeQuantileRegressor method) (in module doubt.models.boot.boot)

Protein (class in doubt.datasets.protein)

Q

quantile_loss() (in module doubt.models.glm.quantile_loss) QuantileRegressionForest (class in doubt.models.tree.forest)

QuantileRegressionTree (class in doubt.models.tree.tree) QuantileRegressor (class in doubt.models.glm.quantile_regressor)

S

score() (doubt.models.glm.quantile_regressor.QuantileRegressor method) Servo (class in doubt.datasets.servo) shape (doubt.datasets.airfoil.Airfoil attribute) (doubt.datasets.bike_sharing_daily.BikeSharingDaily attribute) (doubt.datasets.bike_sharing_hourly.BikeSharingHourly attribute) (doubt.datasets.blog.Blog attribute) (doubt.datasets.concrete.Concrete attribute) (doubt.datasets.cpu.CPU attribute) (doubt.datasets.facebook_comments.FacebookComments attribute) (doubt.datasets.facebook_metrics.FacebookMetrics attribute) (doubt.datasets.fish_bioconcentration.FishBioconcentration attribute) (doubt.datasets.fish_toxicity.FishToxicity attribute) (doubt.datasets.forest_fire.ForestFire attribute) (doubt.datasets.gas_turbine.GasTurbine attribute) (doubt.datasets.nanotube.Nanotube attribute) (doubt.datasets.new_taipei_housing.NewTaipeiHousing attribute) (doubt.datasets.parkinsons.Parkinsons attribute) (doubt.datasets.power_plant.PowerPlant attribute) (doubt.datasets.protein.Protein attribute) (doubt.datasets.servo.Servo attribute) (doubt.datasets.solar_flare.SolarFlare attribute) (doubt.datasets.space_shuttle.SpaceShuttle attribute) (doubt.datasets.stocks.Stocks attribute) (doubt.datasets.superconductivity.Superconductivity attribute) (doubt.datasets.tehran_housing.TehranHousing attribute) (doubt.datasets.yacht.Yacht attribute)

smooth_quantile_loss() (in module doubt.models.glm.quantile_loss) SolarFlare (class in doubt.datasets.solar_flare) SpaceShuttle (class in doubt.datasets.space_shuttle) Stocks (class in doubt.datasets.stocks) Superconductivity (class in doubt.datasets.superconductivity)

T

TehranHousing (class in doubt.datasets.tehran_housing)

tree_ (doubt.models.tree.tree.QuantileRegressionTree attribute)

W

weighted_percentile() (in module doubt.models.tree.utils)

Y

y_train_ (doubt.models.tree.tree.QuantileRegressionTree attribute)

y_train_leaves_ (doubt.models.tree.tree.QuantileRegressionTree attribute) Yacht (class in doubt.datasets.yacht)