Run
7939937

Run 7939937

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.625953140599251
mlr.classif.xgboost(7)_gamma352.658215088243
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight26.664713029651
mlr.classif.xgboost(7)_subsample0.497094055195339
mlr.classif.xgboost(7)_colsample_bytree0.595000785961747
mlr.classif.xgboost(7)_colsample_bylevel0.471775324642658
mlr.classif.xgboost(7)_lambda0.436490125984523
mlr.classif.xgboost(7)_alpha0.15672476947069
mlr.classif.xgboost(7)_nrounds4494
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
0.8493
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7628
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5125
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16548.3616
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3255
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
0.7762
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7699
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7699
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6662
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7988
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
187.7358
UserCPU time millis
1061.07
UserCPU time millis testing
0.47
UserCPU time millis training
1060.6