Run
7944411

Run 7944411

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.00178563180031741
mlr.classif.xgboost(7)_gamma3.24419881831952
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight1.57188434332153
mlr.classif.xgboost(7)_subsample0.822562758135609
mlr.classif.xgboost(7)_colsample_bytree0.325657044909894
mlr.classif.xgboost(7)_colsample_bylevel0.864063128083944
mlr.classif.xgboost(7)_lambda23.5125430777856
mlr.classif.xgboost(7)_alpha0.00547658920997623
mlr.classif.xgboost(7)_nrounds799
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
0.856
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7659
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5198
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9311.9992
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4077
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
0.7859
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7747
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7747
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8344
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8591
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
209.518
UserCPU time millis
326.09
UserCPU time millis testing
0.49
UserCPU time millis training
325.6