Run
7944321

Run 7944321

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.003665771267193
mlr.classif.xgboost(7)_gamma0.0210099122044868
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight83.6770048323755
mlr.classif.xgboost(7)_subsample0.282920091366395
mlr.classif.xgboost(7)_colsample_bytree0.478756253793836
mlr.classif.xgboost(7)_colsample_bylevel0.706868323497474
mlr.classif.xgboost(7)_lambda0.00146176576184562
mlr.classif.xgboost(7)_alpha216.676226048156
mlr.classif.xgboost(7)_nrounds2418
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
0.847
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7628
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5125
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13952.3354
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3577
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
0.7768
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7321
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4027
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8147
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
168.6586
UserCPU time millis
782.73
UserCPU time millis testing
0.66
UserCPU time millis training
782.07