Run
7884006

Run 7884006

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)_eta0.309144496927075
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight8.01810879303501
mlr.classif.xgboost(9)_subsample0.363257729145698
mlr.classif.xgboost(9)_colsample_bytree0.604260359890759
mlr.classif.xgboost(9)_colsample_bylevel0.815144196385518
mlr.classif.xgboost(9)_lambda0.00103139663636489
mlr.classif.xgboost(9)_alpha0.00651199165447188
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3154
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
0.9256
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8478
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37231.0217
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0895
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
0.9256
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9257
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1831
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2411
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4877
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1297.848
UserCPU time millis
6250.754
UserCPU time millis testing
83.838
UserCPU time millis training
6166.916