Run
7879689

Run 7879689

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)_eta0.0154702290946281
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight1.25406561988819
mlr.classif.xgboost(9)_subsample0.803061518189497
mlr.classif.xgboost(9)_colsample_bytree0.665135423187166
mlr.classif.xgboost(9)_colsample_bylevel0.708545641507953
mlr.classif.xgboost(9)_lambda0.00501312760542617
mlr.classif.xgboost(9)_alpha8.84926005552054
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1062
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
0.9681
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9049
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8053
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30753.4101
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1708
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
0.9049
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.905
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.905
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3496
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2671
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5403
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1309.9354
UserCPU time millis
2774.552
UserCPU time millis testing
37.19
UserCPU time millis training
2737.362