Run
7944698

Run 7944698

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.00325119502098386
mlr.classif.xgboost(7)_gamma45.1246505557313
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight123.515076863874
mlr.classif.xgboost(7)_subsample0.872665163571946
mlr.classif.xgboost(7)_colsample_bytree0.636275442503393
mlr.classif.xgboost(7)_colsample_bylevel0.71630916967988
mlr.classif.xgboost(7)_lambda0.584632654398709
mlr.classif.xgboost(7)_alpha3.42318668434139
mlr.classif.xgboost(7)_nrounds4215
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
0.9115
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8326
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6565
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22673.2658
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2598
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
0.8328
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5318
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3454
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6987
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
197.3483
UserCPU time millis
3411.86
UserCPU time millis testing
2.23
UserCPU time millis training
3409.63