Run
7945253

Run 7945253

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.397368185607765
mlr.classif.xgboost(7)_gamma0.103199266081473
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight1.26275189682941
mlr.classif.xgboost(7)_subsample0.4090817888733
mlr.classif.xgboost(7)_colsample_bytree0.479091239534318
mlr.classif.xgboost(7)_colsample_bylevel0.266026091761887
mlr.classif.xgboost(7)_lambda35.9460807867598
mlr.classif.xgboost(7)_alpha0.248768341418379
mlr.classif.xgboost(7)_nrounds714
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
0.9486
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28649.0947
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1914
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
0.875
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8753
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8753
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3917
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2988
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6046
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.6578
UserCPU time millis
311.92
UserCPU time millis testing
0.42
UserCPU time millis training
311.5