OpenML
7946158

Run 7946158

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.0011513649408402
mlr.classif.xgboost(7)_gamma34.3870158522708
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight1.16775997571903
mlr.classif.xgboost(7)_subsample0.626321472134441
mlr.classif.xgboost(7)_colsample_bytree0.480264082923532
mlr.classif.xgboost(7)_colsample_bylevel0.797394487820566
mlr.classif.xgboost(7)_lambda0.535109847691723
mlr.classif.xgboost(7)_alpha0.00238454719165394
mlr.classif.xgboost(7)_nrounds1617
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
0.8783
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7854
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5587
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13520.8866
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3643
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
0.7977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7912
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7912
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7456
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3965
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8022
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.5661
UserCPU time millis
848.22
UserCPU time millis testing
0.87
UserCPU time millis training
847.35