Run
7862798

Run 7862798

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)_eta0.35308167765163
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight27.3896859320674
mlr.classif.xgboost(9)_subsample0.49132741058711
mlr.classif.xgboost(9)_colsample_bytree0.72287721070461
mlr.classif.xgboost(9)_colsample_bylevel0.999630896141753
mlr.classif.xgboost(9)_lambda0.0332643340089925
mlr.classif.xgboost(9)_alpha0.0859922713708865
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4738
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
0.9774
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9253
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8471
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36823.2901
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.095
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
0.9253
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9253
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9253
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1945
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4817
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1244.9495
UserCPU time millis
9589.542
UserCPU time millis testing
107.628
UserCPU time millis training
9481.914