Run
7939942

Run 7939942

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0309721699124211
mlr.classif.xgboost(7)_gamma0.047905584554009
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight40.7279864963667
mlr.classif.xgboost(7)_subsample0.696142724715173
mlr.classif.xgboost(7)_colsample_bytree0.371495517715812
mlr.classif.xgboost(7)_colsample_bylevel0.463435443304479
mlr.classif.xgboost(7)_lambda180.125323622867
mlr.classif.xgboost(7)_alpha310.291171109971
mlr.classif.xgboost(7)_nrounds761
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
0.8662
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7729
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5331
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16264.6584
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3318
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
0.7857
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7794
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7794
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6792
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3886
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7862
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
171.0113
UserCPU time millis
596.46
UserCPU time millis testing
0.52
UserCPU time millis training
595.94