Run
7944523

Run 7944523

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.00141718342653934
mlr.classif.xgboost(7)_gamma1.59740258473437
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight1.0123347494669
mlr.classif.xgboost(7)_subsample0.197560501261614
mlr.classif.xgboost(7)_colsample_bytree0.384773949719965
mlr.classif.xgboost(7)_colsample_bylevel0.856813052669168
mlr.classif.xgboost(7)_lambda2.19208957875782
mlr.classif.xgboost(7)_alpha0.223430781038172
mlr.classif.xgboost(7)_nrounds1263
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
0.919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8407
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6721
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15600.0979
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3461
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
0.844
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8425
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8425
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7083
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3748
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7584
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
198.2789
UserCPU time millis
1618.67
UserCPU time millis testing
4.34
UserCPU time millis training
1614.33