Run
7944669

Run 7944669

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)_eta0.589668936609264
mlr.classif.xgboost(7)_gamma0.00584562487007381
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight1.41310069011351
mlr.classif.xgboost(7)_subsample0.345898804324679
mlr.classif.xgboost(7)_colsample_bytree0.244850617833436
mlr.classif.xgboost(7)_colsample_bylevel0.979970125108957
mlr.classif.xgboost(7)_lambda0.00443345295583368
mlr.classif.xgboost(7)_alpha850.493022836044
mlr.classif.xgboost(7)_nrounds4123
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
0.7957
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7505
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4877
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8499.3634
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.416
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
0.7661
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7589
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7589
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8514
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4367
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8836
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
225.0257
UserCPU time millis
675.18
UserCPU time millis testing
0.7
UserCPU time millis training
674.48