Run
7947911

Run 7947911

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)_eta0.0416811426988919
mlr.classif.xgboost(7)_gamma25.7785438649302
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight4.07283471621637
mlr.classif.xgboost(7)_subsample0.866767459525727
mlr.classif.xgboost(7)_colsample_bytree0.83047046083957
mlr.classif.xgboost(7)_colsample_bylevel0.302685797587037
mlr.classif.xgboost(7)_lambda11.1964574639934
mlr.classif.xgboost(7)_alpha8.27841707634703
mlr.classif.xgboost(7)_nrounds3237
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
0.9375
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7116
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25895.6067
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2239
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
0.8594
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8598
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8598
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.317
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6413
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
172.713
UserCPU time millis
3294.55
UserCPU time millis testing
0.79
UserCPU time millis training
3293.76