Run
7873540

Run 7873540

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)_eta0.0140778616182118
mlr.classif.xgboost(9)_max_depth11
mlr.classif.xgboost(9)_min_child_weight7.20561855174906
mlr.classif.xgboost(9)_subsample0.66866664160043
mlr.classif.xgboost(9)_colsample_bytree0.786157806869596
mlr.classif.xgboost(9)_colsample_bylevel0.726096039405093
mlr.classif.xgboost(9)_lambda15.1876914626024
mlr.classif.xgboost(9)_alpha0.0105626697921384
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2319
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
0.9755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8332
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33013.1439
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1443
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
0.9185
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9186
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9186
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2953
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2474
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5005
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1264.9688
UserCPU time millis
6932.054
UserCPU time millis testing
97.165
UserCPU time millis training
6834.889