Run
7942755

Run 7942755

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)_eta0.00136481850207836
mlr.classif.xgboost(7)_gamma0.109621315960447
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight3.2913380249046
mlr.classif.xgboost(7)_subsample0.947668409603648
mlr.classif.xgboost(7)_colsample_bytree0.850536476820707
mlr.classif.xgboost(7)_colsample_bylevel0.484196892566979
mlr.classif.xgboost(7)_lambda7.85578808482366
mlr.classif.xgboost(7)_alpha0.55393027652642
mlr.classif.xgboost(7)_nrounds2260
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
0.8553
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7028
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23081.8139
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2592
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
0.856
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8561
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8561
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5306
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3287
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6649
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
190.5126
UserCPU time millis
2063.43
UserCPU time millis testing
5.05
UserCPU time millis training
2058.38