Run
6381663

Run 6381663

Task 146012 (Supervised Classification) electricity Uploaded 29-08-2017 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)_eta0.00579024286076579
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight8.33328100489033
mlr.classif.xgboost(9)_subsample0.612027068343014
mlr.classif.xgboost(9)_colsample_bytree0.779549605213106
mlr.classif.xgboost(9)_colsample_bylevel0.698375013191253
mlr.classif.xgboost(9)_lambda16.675949660129
mlr.classif.xgboost(9)_alpha0.00117125289566321
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2296
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
0.9626
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8961
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.787
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29735.8282
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1821
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
0.8961
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8962
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8962
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3728
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.278
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5624
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1250.3589
UserCPU time millis
6668.637
UserCPU time millis testing
91.805
UserCPU time millis training
6576.832