Run
7947821

Run 7947821

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.062979222774625
mlr.classif.xgboost(7)_gamma0.0396391679826153
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight4.752557387523
mlr.classif.xgboost(7)_subsample0.464764701155946
mlr.classif.xgboost(7)_colsample_bytree0.842050422914326
mlr.classif.xgboost(7)_colsample_bylevel0.430525165610015
mlr.classif.xgboost(7)_lambda98.5600260720387
mlr.classif.xgboost(7)_alpha322.712384935262
mlr.classif.xgboost(7)_nrounds773
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8657
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7746
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5364
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16201.8561
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3329
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7851
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7803
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7803
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6813
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3889
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7868
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
203.4896
UserCPU time millis
183.75
UserCPU time millis testing
0.33
UserCPU time millis training
183.42