Run
7941203

Run 7941203

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0493534658251336
mlr.classif.xgboost(7)_gamma2.74231090522037
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight4.80294890864213
mlr.classif.xgboost(7)_subsample0.6364260236267
mlr.classif.xgboost(7)_colsample_bytree0.986459022387862
mlr.classif.xgboost(7)_colsample_bylevel0.392415242269635
mlr.classif.xgboost(7)_lambda0.00664730033633486
mlr.classif.xgboost(7)_alpha0.00280680816106335
mlr.classif.xgboost(7)_nrounds4296
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
0.9431
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8677
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7287
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27075.1852
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2097
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
0.8678
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8681
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8681
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4291
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3087
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6246
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.3935
UserCPU time millis
1473.93
UserCPU time millis testing
1.08
UserCPU time millis training
1472.85