Run
6249799

Run 6249799

Task 146012 (Supervised Classification) electricity Uploaded 28-08-2017 by OpenML_Bot R
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  • AzureBot23 botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.0266997564097783
mlr.classif.xgboost(9)_max_depth8
mlr.classif.xgboost(9)_min_child_weight24.4925668310944
mlr.classif.xgboost(9)_subsample0.298331227013841
mlr.classif.xgboost(9)_colsample_bytree0.626994585152715
mlr.classif.xgboost(9)_colsample_bylevel0.336087148403749
mlr.classif.xgboost(9)_lambda0.0241557775111977
mlr.classif.xgboost(9)_alpha0.0115345986950312
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4038
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9546
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8842
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7627
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29293.7899
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.185
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
0.8842
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8844
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8844
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3786
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2896
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.586
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1259.5791
Total cost
UserCPU time millis
4829.14
UserCPU time millis testing
104.005
UserCPU time millis training
4725.135