Run
7944371

Run 7944371

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.00831592513879886
mlr.classif.xgboost(7)_gamma407.801613718094
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight11.1061387418391
mlr.classif.xgboost(7)_subsample0.34751072183717
mlr.classif.xgboost(7)_colsample_bytree0.870843153074384
mlr.classif.xgboost(7)_colsample_bylevel0.671808534488082
mlr.classif.xgboost(7)_lambda12.143406809024
mlr.classif.xgboost(7)_alpha22.0411816408328
mlr.classif.xgboost(7)_nrounds1985
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
0.8405
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7506
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4888
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11614.8933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3835
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
0.7717
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7606
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7606
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7848
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4181
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8458
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
190.207
UserCPU time millis
1404.25
UserCPU time millis testing
0.31
UserCPU time millis training
1403.94