Run
7939964

Run 7939964

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)_eta0.00117167425802667
mlr.classif.xgboost(7)_gamma2.01109495728776
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight3.5004714756037
mlr.classif.xgboost(7)_subsample0.324748256662861
mlr.classif.xgboost(7)_colsample_bytree0.51263695191592
mlr.classif.xgboost(7)_colsample_bylevel0.428701582178473
mlr.classif.xgboost(7)_lambda25.5725680493009
mlr.classif.xgboost(7)_alpha201.028628631979
mlr.classif.xgboost(7)_nrounds2765
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
0.8381
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.761
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.509
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11331.5577
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3866
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
0.7759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7686
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7686
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7911
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4157
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.841
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
188.2721
UserCPU time millis
1190.35
UserCPU time millis testing
0.97
UserCPU time millis training
1189.38