Run
7947916

Run 7947916

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.646937776930913
mlr.classif.xgboost(7)_gamma0.362716582989355
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight42.5608713155202
mlr.classif.xgboost(7)_subsample0.559977472620085
mlr.classif.xgboost(7)_colsample_bytree0.532523023150861
mlr.classif.xgboost(7)_colsample_bylevel0.896986120380461
mlr.classif.xgboost(7)_lambda25.5887074372697
mlr.classif.xgboost(7)_alpha0.0192794813540446
mlr.classif.xgboost(7)_nrounds1782
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
0.9741
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8331
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35396.9021
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1125
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
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9185
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4989
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
185.6752
UserCPU time millis
1625.48
UserCPU time millis testing
1.31
UserCPU time millis training
1624.17