Run
7947810

Run 7947810

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)_eta0.093911088512502
mlr.classif.xgboost(7)_gamma2.91497690110411
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight6.78403014235407
mlr.classif.xgboost(7)_subsample0.774830009345897
mlr.classif.xgboost(7)_colsample_bytree0.515261302143335
mlr.classif.xgboost(7)_colsample_bylevel0.651229962706566
mlr.classif.xgboost(7)_lambda0.00178580114044822
mlr.classif.xgboost(7)_alpha239.975854480547
mlr.classif.xgboost(7)_nrounds69
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
0.8774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5662
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17181.3472
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3223
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
0.7983
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7939
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7939
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6596
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3807
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7702
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
213.8723
UserCPU time millis
33.69
UserCPU time millis testing
0.18
UserCPU time millis training
33.51