Run
7947985

Run 7947985

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)_eta0.0708250437438464
mlr.classif.xgboost(7)_gamma211.471242869047
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight5.3427905095114
mlr.classif.xgboost(7)_subsample0.500179541669786
mlr.classif.xgboost(7)_colsample_bytree0.56669091694057
mlr.classif.xgboost(7)_colsample_bylevel0.337892436236143
mlr.classif.xgboost(7)_lambda2.43268771846895
mlr.classif.xgboost(7)_alpha12.3154535107731
mlr.classif.xgboost(7)_nrounds2785
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
0.8766
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7845
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5565
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17253.1456
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3211
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
0.7945
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7896
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7896
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6571
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7709
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.6384
UserCPU time millis
2024.33
UserCPU time millis testing
0.42
UserCPU time millis training
2023.91