Run
7941722

Run 7941722

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0164583237973
mlr.classif.xgboost(7)_gamma0.0235599251221051
mlr.classif.xgboost(7)_min_child_weight11.124922368876
mlr.classif.xgboost(7)_subsample0.189945028838702
mlr.classif.xgboost(7)_colsample_bytree0.700685772299767
mlr.classif.xgboost(7)_colsample_bylevel0.927200978063047
mlr.classif.xgboost(7)_lambda0.262210602677534
mlr.classif.xgboost(7)_alpha114.829559909889
mlr.classif.xgboost(7)_nrounds846
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
0.8752
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7894
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5666
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17323.979
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3208
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
0.797
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7937
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7937
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6566
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3808
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7705
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
239.1127
UserCPU time millis
379.66
UserCPU time millis testing
0.47
UserCPU time millis training
379.19