Run
7942769

Run 7942769

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.232039975082935
mlr.classif.xgboost(7)_gamma421.034457295735
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight4.18837625827828
mlr.classif.xgboost(7)_subsample0.370945357601158
mlr.classif.xgboost(7)_colsample_bytree0.377018857188523
mlr.classif.xgboost(7)_colsample_bylevel0.944583231769502
mlr.classif.xgboost(7)_lambda15.8954328935208
mlr.classif.xgboost(7)_alpha1.42020184750754
mlr.classif.xgboost(7)_nrounds2701
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
0.8496
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7552
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4978
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13855.0664
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3583
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
0.7743
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7643
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7643
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7332
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4036
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8165
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
169.6676
UserCPU time millis
1176.84
UserCPU time millis testing
0.39
UserCPU time millis training
1176.45