Run
7938753

Run 7938753

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)_eta0.00291763523091491
mlr.classif.xgboost(7)_gamma0.00958444768111187
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight109.187756984652
mlr.classif.xgboost(7)_subsample0.517094761645421
mlr.classif.xgboost(7)_colsample_bytree0.845378347858787
mlr.classif.xgboost(7)_colsample_bylevel0.278863387554884
mlr.classif.xgboost(7)_lambda0.202334026925785
mlr.classif.xgboost(7)_alpha451.806012276926
mlr.classif.xgboost(7)_nrounds4113
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
0.8402
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7601
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5071
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13434.9073
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3635
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
0.7745
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7676
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7676
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7439
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4067
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8229
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
192.7441
UserCPU time millis
1150.18
UserCPU time millis testing
1.23
UserCPU time millis training
1148.95