Run
6289574

Run 6289574

Task 146012 (Supervised Classification) electricity Uploaded 28-08-2017 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)_eta0.00135963376233516
mlr.classif.xgboost(9)_max_depth2
mlr.classif.xgboost(9)_min_child_weight2.04528370366179
mlr.classif.xgboost(9)_subsample0.822726862807758
mlr.classif.xgboost(9)_colsample_bytree0.281733375275508
mlr.classif.xgboost(9)_colsample_bylevel0.588600105373189
mlr.classif.xgboost(9)_lambda0.0626186975610078
mlr.classif.xgboost(9)_alpha0.0138921746909732
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3016
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
0.8296
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7563
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5008
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9856.5522
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4006
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
0.78
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7666
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7666
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8199
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4251
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.86
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1266.6681
UserCPU time millis
1739.367
UserCPU time millis testing
29.138
UserCPU time millis training
1710.229