Run
7938712

Run 7938712

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.0100141323640836
mlr.classif.xgboost(7)_gamma1.7236143133727
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight45.2802473639264
mlr.classif.xgboost(7)_subsample0.782924504601397
mlr.classif.xgboost(7)_colsample_bytree0.974844711646438
mlr.classif.xgboost(7)_colsample_bylevel0.527587601728737
mlr.classif.xgboost(7)_lambda0.1121336989872
mlr.classif.xgboost(7)_alpha0.111512938962073
mlr.classif.xgboost(7)_nrounds4688
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
0.9332
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7041
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25566.2432
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2269
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
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8562
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8562
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4644
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3216
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6507
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
181.2613
UserCPU time millis
3605.13
UserCPU time millis testing
3
UserCPU time millis training
3602.13