Run
7939971

Run 7939971

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.498269894392778
mlr.classif.xgboost(7)_gamma2.1401793092801
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight10.6001293764975
mlr.classif.xgboost(7)_subsample0.654232257930562
mlr.classif.xgboost(7)_colsample_bytree0.778640701435506
mlr.classif.xgboost(7)_colsample_bylevel0.407606188580394
mlr.classif.xgboost(7)_lambda66.1255624258337
mlr.classif.xgboost(7)_alpha0.0926886338476268
mlr.classif.xgboost(7)_nrounds2476
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
0.9743
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9173
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8306
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33883.5702
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1324
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
0.9172
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9173
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9173
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2709
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2472
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5002
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
189.8464
UserCPU time millis
3048.81
UserCPU time millis testing
0.98
UserCPU time millis training
3047.83