Run
7939972

Run 7939972

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)_eta0.0199739119828054
mlr.classif.xgboost(7)_gamma0.325375370796825
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight2.68952718288389
mlr.classif.xgboost(7)_subsample0.605589289148338
mlr.classif.xgboost(7)_colsample_bytree0.374942531064153
mlr.classif.xgboost(7)_colsample_bylevel0.296642335318029
mlr.classif.xgboost(7)_lambda3.38010490805501
mlr.classif.xgboost(7)_alpha457.49477795504
mlr.classif.xgboost(7)_nrounds4006
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
0.8402
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7588
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5044
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14197.989
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3543
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
0.7736
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7665
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7665
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7251
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4046
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8186
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.8664
UserCPU time millis
883.67
UserCPU time millis testing
0.5
UserCPU time millis training
883.17