Run
7942718

Run 7942718

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.00762480849363125
mlr.classif.xgboost(7)_gamma0.361212989655633
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight57.6544748129182
mlr.classif.xgboost(7)_subsample0.92733029613737
mlr.classif.xgboost(7)_colsample_bytree0.533898486196995
mlr.classif.xgboost(7)_colsample_bylevel0.228130148723722
mlr.classif.xgboost(7)_lambda0.0411699989415071
mlr.classif.xgboost(7)_alpha0.0070818019995982
mlr.classif.xgboost(7)_nrounds458
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
0.8746
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7862
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5603
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14220.5425
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3562
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
0.7989
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.792
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.792
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7291
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.394
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7972
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
212.3771
UserCPU time millis
221.02
UserCPU time millis testing
0.41
UserCPU time millis training
220.61