Run
7842231

Run 7842231

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)_eta0.0318106901590408
mlr.classif.xgboost(9)_max_depth12
mlr.classif.xgboost(9)_min_child_weight2.1746421094465
mlr.classif.xgboost(9)_subsample0.361057216580957
mlr.classif.xgboost(9)_colsample_bytree0.377500344300643
mlr.classif.xgboost(9)_colsample_bylevel0.244596173986793
mlr.classif.xgboost(9)_lambda1.84898601686478
mlr.classif.xgboost(9)_alpha2.41879204845733
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2684
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
0.9431
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8673
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7278
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26739.3687
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2146
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
0.8674
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8677
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8677
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4392
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3091
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6254
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1256.4905
UserCPU time millis
2195.981
UserCPU time millis testing
47.07
UserCPU time millis training
2148.911