Run
7941229

Run 7941229

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.703420527218388
mlr.classif.xgboost(7)_gamma0.00835190712057008
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight5.78153372794896
mlr.classif.xgboost(7)_subsample0.35283117510844
mlr.classif.xgboost(7)_colsample_bytree0.36718425527215
mlr.classif.xgboost(7)_colsample_bylevel0.240438366308808
mlr.classif.xgboost(7)_lambda0.913297144929271
mlr.classif.xgboost(7)_alpha0.0116314427228793
mlr.classif.xgboost(7)_nrounds680
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
0.9473
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8775
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7493
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31713.6567
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1513
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
0.8775
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8776
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8776
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3097
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3015
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.61
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
201.8168
UserCPU time millis
331.89
UserCPU time millis testing
0.47
UserCPU time millis training
331.42