Run
7941263

Run 7941263

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)_eta0.14067434653666
mlr.classif.xgboost(7)_gamma844.199999059935
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight1.15688574706594
mlr.classif.xgboost(7)_subsample0.757028144947253
mlr.classif.xgboost(7)_colsample_bytree0.285984564386308
mlr.classif.xgboost(7)_colsample_bylevel0.536510220728815
mlr.classif.xgboost(7)_lambda0.00101854958899502
mlr.classif.xgboost(7)_alpha100.018131180655
mlr.classif.xgboost(7)_nrounds957
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
0.8406
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7553
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.498
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12326.6563
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3756
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
0.7737
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7643
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7643
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7687
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4119
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8334
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
175.2172
UserCPU time millis
391.27
UserCPU time millis testing
0.25
UserCPU time millis training
391.02