Run
7942740

Run 7942740

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.00209230448049384
mlr.classif.xgboost(7)_gamma0.00779614850981998
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight109.735945724186
mlr.classif.xgboost(7)_subsample0.947259569074959
mlr.classif.xgboost(7)_colsample_bytree0.454014882259071
mlr.classif.xgboost(7)_colsample_bylevel0.89271451793611
mlr.classif.xgboost(7)_lambda96.8098079238269
mlr.classif.xgboost(7)_alpha0.00133410523857859
mlr.classif.xgboost(7)_nrounds1769
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
0.8996
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8213
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6325
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18657.4415
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3082
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
0.8234
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.823
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.823
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6308
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3643
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.737
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.1529
UserCPU time millis
1703.25
UserCPU time millis testing
1.69
UserCPU time millis training
1701.56