Run
7947865

Run 7947865

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)_eta0.0144707657461696
mlr.classif.xgboost(7)_gamma13.8801686261105
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight2.73721432218212
mlr.classif.xgboost(7)_subsample0.815190173569135
mlr.classif.xgboost(7)_colsample_bytree0.295119121484458
mlr.classif.xgboost(7)_colsample_bylevel0.856140700355172
mlr.classif.xgboost(7)_lambda613.752822484225
mlr.classif.xgboost(7)_alpha80.9602263904288
mlr.classif.xgboost(7)_nrounds1000
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
0.8809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8011
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5906
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18194.1256
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3108
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
0.8059
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8042
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8042
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6361
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.375
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7588
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
212.1956
UserCPU time millis
612.4
UserCPU time millis testing
0.53
UserCPU time millis training
611.87