Run
7944685

Run 7944685

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)_eta0.0399014936121757
mlr.classif.xgboost(7)_gamma40.8066324033188
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight22.1450231144655
mlr.classif.xgboost(7)_subsample0.873177108424716
mlr.classif.xgboost(7)_colsample_bytree0.461700154840946
mlr.classif.xgboost(7)_colsample_bylevel0.652173738740385
mlr.classif.xgboost(7)_lambda151.713344518571
mlr.classif.xgboost(7)_alpha0.0144320472159776
mlr.classif.xgboost(7)_nrounds3285
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
0.8784
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7967
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5816
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19088.2628
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2986
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
0.8029
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8003
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8003
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3746
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7578
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
191.5186
UserCPU time millis
584.46
UserCPU time millis testing
1.03
UserCPU time millis training
583.43