Run
7854079

Run 7854079

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)_eta0.00416399410019882
mlr.classif.xgboost(9)_max_depth4
mlr.classif.xgboost(9)_min_child_weight46.4261247323805
mlr.classif.xgboost(9)_subsample0.955402662185952
mlr.classif.xgboost(9)_colsample_bytree0.257771523902193
mlr.classif.xgboost(9)_colsample_bylevel0.885148982983083
mlr.classif.xgboost(9)_lambda0.0231072694278289
mlr.classif.xgboost(9)_alpha296.460183842041
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1144
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
0.8443
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7622
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5119
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12047.4208
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3784
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
0.7794
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7704
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7704
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7745
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4109
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8314
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1274.9748
UserCPU time millis
816.75
UserCPU time millis testing
13.177
UserCPU time millis training
803.573