Run
7945280

Run 7945280

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.00689262690093543
mlr.classif.xgboost(7)_gamma6.02743086295003
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight1.72865157630411
mlr.classif.xgboost(7)_subsample0.75411594635807
mlr.classif.xgboost(7)_colsample_bytree0.438477819599211
mlr.classif.xgboost(7)_colsample_bylevel0.810503122210503
mlr.classif.xgboost(7)_lambda0.203950035246317
mlr.classif.xgboost(7)_alpha0.0350461099143069
mlr.classif.xgboost(7)_nrounds1197
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_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
0.971
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9095
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30015.8513
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1818
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
0.9095
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9096
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9096
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3721
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2655
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5372
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
187.7799
UserCPU time millis
1616.13
UserCPU time millis testing
4.27
UserCPU time millis training
1611.86