Run
7942768

Run 7942768

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.0423341758360472
mlr.classif.xgboost(7)_gamma292.686515138007
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight15.3607432217308
mlr.classif.xgboost(7)_subsample0.856410683365539
mlr.classif.xgboost(7)_colsample_bytree0.494314857572317
mlr.classif.xgboost(7)_colsample_bylevel0.820200577192008
mlr.classif.xgboost(7)_lambda292.436489351368
mlr.classif.xgboost(7)_alpha184.276535942639
mlr.classif.xgboost(7)_nrounds2906
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
0.8593
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7624
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.512
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14642.8899
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3501
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
0.7776
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7701
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7701
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7165
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3975
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8042
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
236.0755
UserCPU time millis
1347.41
UserCPU time millis testing
0.45
UserCPU time millis training
1346.96