Run
7947843

Run 7947843

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)_eta0.00128884380594119
mlr.classif.xgboost(7)_gamma40.0654643855279
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight12.3668450216269
mlr.classif.xgboost(7)_subsample0.396515888161957
mlr.classif.xgboost(7)_colsample_bytree0.234842967987061
mlr.classif.xgboost(7)_colsample_bylevel0.869368623010814
mlr.classif.xgboost(7)_lambda0.655486814967535
mlr.classif.xgboost(7)_alpha854.825482143862
mlr.classif.xgboost(7)_nrounds1236
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
0.8059
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7323
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4551
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1970.0646
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4744
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
0.7694
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7479
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7479
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9709
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4767
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9643
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
216.8419
UserCPU time millis
293.37
UserCPU time millis testing
0.31
UserCPU time millis training
293.06