Run
7866919

Run 7866919

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.147206043417151
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight16.4974010682761
mlr.classif.xgboost(9)_subsample0.537817567377351
mlr.classif.xgboost(9)_colsample_bytree0.854108460247517
mlr.classif.xgboost(9)_colsample_bylevel0.909178028116003
mlr.classif.xgboost(9)_lambda0.318015913576882
mlr.classif.xgboost(9)_alpha0.00220119633893391
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1749
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9806
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8563
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36675.3
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0984
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
0.9298
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9299
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9299
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2014
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.461
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1240.416
UserCPU time millis
5668.401
UserCPU time millis testing
57.361
UserCPU time millis training
5611.04