Run
7939900

Run 7939900

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)_eta0.00177942722921628
mlr.classif.xgboost(7)_gamma1.24312012676436
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight84.9166985595378
mlr.classif.xgboost(7)_subsample0.89363513821736
mlr.classif.xgboost(7)_colsample_bytree0.584259845875204
mlr.classif.xgboost(7)_colsample_bylevel0.426969316974282
mlr.classif.xgboost(7)_lambda0.118468963471674
mlr.classif.xgboost(7)_alpha0.147278084601924
mlr.classif.xgboost(7)_nrounds2975
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
0.9095
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8289
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6483
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21516.6099
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2738
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
0.8303
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8302
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8302
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5603
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3497
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7075
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
194.2058
UserCPU time millis
1859.44
UserCPU time millis testing
3.12
UserCPU time millis training
1856.32