Run
7939918

Run 7939918

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)_eta0.116710317841987
mlr.classif.xgboost(7)_gamma0.1194845518182
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight11.9125793788906
mlr.classif.xgboost(7)_subsample0.792989246663637
mlr.classif.xgboost(7)_colsample_bytree0.568497527763248
mlr.classif.xgboost(7)_colsample_bylevel0.943607953004539
mlr.classif.xgboost(7)_lambda20.0840109496298
mlr.classif.xgboost(7)_alpha62.8022733496398
mlr.classif.xgboost(7)_nrounds2659
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
0.9117
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8349
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6611
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23394.5564
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2504
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
0.835
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8355
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8355
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5124
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.344
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6959
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
203.1856
UserCPU time millis
584.17
UserCPU time millis testing
0.6
UserCPU time millis training
583.57