Run
7947182

Run 7947182

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)_eta0.00750978339628962
mlr.classif.xgboost(7)_gamma871.317079031566
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight25.9947694687001
mlr.classif.xgboost(7)_subsample0.632597524812445
mlr.classif.xgboost(7)_colsample_bytree0.535549916885793
mlr.classif.xgboost(7)_colsample_bylevel0.212554573267698
mlr.classif.xgboost(7)_lambda0.0325432170978002
mlr.classif.xgboost(7)_alpha1.87888173784174
mlr.classif.xgboost(7)_nrounds2140
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
0.8323
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7535
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4946
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11353.4726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3863
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
0.7741
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7632
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7632
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7906
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4182
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8461
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
168.9736
UserCPU time millis
905.08
UserCPU time millis testing
0.38
UserCPU time millis training
904.7