Run
7862106

Run 7862106

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.404856649923854
mlr.classif.xgboost(9)_max_depth3
mlr.classif.xgboost(9)_min_child_weight2.59010016329327
mlr.classif.xgboost(9)_subsample0.371835402352735
mlr.classif.xgboost(9)_colsample_bytree0.884684415534139
mlr.classif.xgboost(9)_colsample_bylevel0.434758652467281
mlr.classif.xgboost(9)_lambda226.691817365077
mlr.classif.xgboost(9)_alpha1.26361082382356
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3584
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
0.9599
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7797
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30625.4178
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1693
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
0.8924
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8926
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8926
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3466
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2795
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5656
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1256.346
UserCPU time millis
3197.352
UserCPU time millis testing
52.528
UserCPU time millis training
3144.824