Run
7945261

Run 7945261

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.00171258813069738
mlr.classif.xgboost(7)_gamma255.352004594848
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight1.86183401137144
mlr.classif.xgboost(7)_subsample0.408498908393085
mlr.classif.xgboost(7)_colsample_bytree0.843287830613554
mlr.classif.xgboost(7)_colsample_bylevel0.696536223962903
mlr.classif.xgboost(7)_lambda0.370978304430839
mlr.classif.xgboost(7)_alpha0.00205472654247692
mlr.classif.xgboost(7)_nrounds2119
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
0.866
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.76
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5072
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14508.0009
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3518
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
0.7765
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7682
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7682
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7199
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3973
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8038
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
199.7827
UserCPU time millis
3308.9
UserCPU time millis testing
0.72
UserCPU time millis training
3308.18