Run
7896625

Run 7896625

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)_eta0.538557617853078
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight15.8947111887379
mlr.classif.xgboost(9)_subsample0.28136727612
mlr.classif.xgboost(9)_colsample_bytree0.961368677439168
mlr.classif.xgboost(9)_colsample_bylevel0.509934077039361
mlr.classif.xgboost(9)_lambda84.5352373913141
mlr.classif.xgboost(9)_alpha19.9337706652396
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1432
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
0.9564
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7683
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30118.441
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1748
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
0.8869
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.887
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.887
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3578
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2857
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5781
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1245.1984
UserCPU time millis
2072.962
UserCPU time millis testing
28.719
UserCPU time millis training
2044.243