Run
7870688

Run 7870688

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.00410505150134041
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight69.3917577563769
mlr.classif.xgboost(9)_subsample0.528540675598197
mlr.classif.xgboost(9)_colsample_bytree0.824127916013822
mlr.classif.xgboost(9)_colsample_bylevel0.21306840213947
mlr.classif.xgboost(9)_lambda750.945078243419
mlr.classif.xgboost(9)_alpha0.499879767112135
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2621
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.8794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.799
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5862
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17909.0892
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3143
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
0.8055
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8026
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8026
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3766
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7619
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1249.5264
UserCPU time millis
2706.944
UserCPU time millis testing
46.417
UserCPU time millis training
2660.527