Run
7947952

Run 7947952

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)_eta0.887220915604124
mlr.classif.xgboost(7)_gamma31.2192286723888
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight27.8742248356163
mlr.classif.xgboost(7)_subsample0.712929903995246
mlr.classif.xgboost(7)_colsample_bytree0.737628990039229
mlr.classif.xgboost(7)_colsample_bylevel0.474573791399598
mlr.classif.xgboost(7)_lambda0.0252275747799913
mlr.classif.xgboost(7)_alpha438.048395693564
mlr.classif.xgboost(7)_nrounds636
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
0.8623
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7844
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5562
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17137.4639
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3216
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
0.7906
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7884
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7884
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6583
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3865
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7819
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
209.5027
UserCPU time millis
154.04
UserCPU time millis testing
0.23
UserCPU time millis training
153.81