Run
7944332

Run 7944332

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)_eta0.118239445708378
mlr.classif.xgboost(7)_gamma0.0215270170354386
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight2.95792346043464
mlr.classif.xgboost(7)_subsample0.879591052001342
mlr.classif.xgboost(7)_colsample_bytree0.90774137340486
mlr.classif.xgboost(7)_colsample_bylevel0.861895710416138
mlr.classif.xgboost(7)_lambda0.0471475414516637
mlr.classif.xgboost(7)_alpha0.0881748753664427
mlr.classif.xgboost(7)_nrounds3618
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
0.987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9443
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8859
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39302.6584
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0667
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
0.9443
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9443
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9443
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1365
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2074
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4196
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
175.2899
UserCPU time millis
4850.26
UserCPU time millis testing
7.69
UserCPU time millis training
4842.57