Run
7945274

Run 7945274

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.234558880634135
mlr.classif.xgboost(7)_gamma0.505953237866263
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight1.09492565356697
mlr.classif.xgboost(7)_subsample0.300774033158086
mlr.classif.xgboost(7)_colsample_bytree0.465407030843198
mlr.classif.xgboost(7)_colsample_bylevel0.899842046573758
mlr.classif.xgboost(7)_lambda0.115203566768735
mlr.classif.xgboost(7)_alpha25.05164308563
mlr.classif.xgboost(7)_nrounds3655
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
0.9538
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8823
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7588
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29156.7491
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1862
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
0.8822
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8824
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8824
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3812
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2914
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5895
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
200.321
UserCPU time millis
2515.63
UserCPU time millis testing
1.98
UserCPU time millis training
2513.65