Run
7939941

Run 7939941

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.035181472082023
mlr.classif.xgboost(7)_gamma8.89313944210334
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight2.43435579708438
mlr.classif.xgboost(7)_subsample0.327472048508935
mlr.classif.xgboost(7)_colsample_bytree0.949221630766988
mlr.classif.xgboost(7)_colsample_bylevel0.873492895066738
mlr.classif.xgboost(7)_lambda0.00239947762931786
mlr.classif.xgboost(7)_alpha21.7527246995819
mlr.classif.xgboost(7)_nrounds3838
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
0.9168
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8371
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6657
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23740.0254
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2471
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
0.8373
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8377
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8377
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5056
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3395
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6868
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
173.5214
UserCPU time millis
1754.56
UserCPU time millis testing
0.58
UserCPU time millis training
1753.98