Run
7942741

Run 7942741

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)_eta0.0542587751041257
mlr.classif.xgboost(7)_gamma31.7626627060665
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight2.02392277935267
mlr.classif.xgboost(7)_subsample0.506532433978282
mlr.classif.xgboost(7)_colsample_bytree0.586313990689814
mlr.classif.xgboost(7)_colsample_bylevel0.757637441158295
mlr.classif.xgboost(7)_lambda884.672098459916
mlr.classif.xgboost(7)_alpha4.63491953542127
mlr.classif.xgboost(7)_nrounds3992
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
0.8864
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8074
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6039
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19848.0542
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2914
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
0.8095
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8093
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8093
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5964
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3678
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7442
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
218.1582
UserCPU time millis
4756.17
UserCPU time millis testing
0.66
UserCPU time millis training
4755.51