Run
7888600

Run 7888600

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)_eta0.0728229320717687
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight2.112166146228
mlr.classif.xgboost(9)_subsample0.298149438202381
mlr.classif.xgboost(9)_colsample_bytree0.312886141240597
mlr.classif.xgboost(9)_colsample_bylevel0.362651774659753
mlr.classif.xgboost(9)_lambda8.89065793583984
mlr.classif.xgboost(9)_alpha0.751249033600978
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3793
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
0.9576
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8884
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7714
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29728.0438
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1802
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
0.8884
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8886
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8886
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3689
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2848
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5762
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1308.5093
UserCPU time millis
2919.414
UserCPU time millis testing
59.482
UserCPU time millis training
2859.932