OpenML
7944936

Run 7944936

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.085554092295905
mlr.classif.xgboost(7)_gamma110.019418064752
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight7.1805071179151
mlr.classif.xgboost(7)_subsample0.638389548566192
mlr.classif.xgboost(7)_colsample_bytree0.234248699806631
mlr.classif.xgboost(7)_colsample_bylevel0.999052611552179
mlr.classif.xgboost(7)_lambda0.00116792479724276
mlr.classif.xgboost(7)_alpha0.346656248472477
mlr.classif.xgboost(7)_nrounds952
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
0.8892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8089
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6068
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19620.2307
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2934
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
0.8115
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.811
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.811
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6006
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3674
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7433
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
204.7554
UserCPU time millis
396.28
UserCPU time millis testing
0.28
UserCPU time millis training
396