Run
7945675

Run 7945675

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)_eta0.00112244015278589
mlr.classif.xgboost(7)_gamma1.12145547094689
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight21.9355556252258
mlr.classif.xgboost(7)_subsample0.775127264531329
mlr.classif.xgboost(7)_colsample_bytree0.8118179557845
mlr.classif.xgboost(7)_colsample_bylevel0.489888744615018
mlr.classif.xgboost(7)_lambda24.2371949187422
mlr.classif.xgboost(7)_alpha6.78445816652046
mlr.classif.xgboost(7)_nrounds971
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
0.9002
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8264
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6431
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13669.2295
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3665
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
0.8278
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8278
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8278
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7502
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3902
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7895
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
196.2547
UserCPU time millis
1023.7
UserCPU time millis testing
0.88
UserCPU time millis training
1022.82