Run
7947949

Run 7947949

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00866445910883474
mlr.classif.xgboost(7)_gamma0.0562765333106268
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight7.96876476125927
mlr.classif.xgboost(7)_subsample0.611478372616693
mlr.classif.xgboost(7)_colsample_bytree0.269363162666559
mlr.classif.xgboost(7)_colsample_bylevel0.723937926627696
mlr.classif.xgboost(7)_lambda0.0733481015395803
mlr.classif.xgboost(7)_alpha0.0191796565371998
mlr.classif.xgboost(7)_nrounds789
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
0.9334
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8581
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7084
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21849.8632
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2745
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
0.8596
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8592
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8592
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5618
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3345
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6767
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
191.6603
UserCPU time millis
690
UserCPU time millis testing
1.11
UserCPU time millis training
688.89