Run
7945269

Run 7945269

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.00250924178029556
mlr.classif.xgboost(7)_gamma129.612231594176
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight1.94089421118967
mlr.classif.xgboost(7)_subsample0.103650565468706
mlr.classif.xgboost(7)_colsample_bytree0.416460110805929
mlr.classif.xgboost(7)_colsample_bylevel0.57878044936806
mlr.classif.xgboost(7)_lambda704.343025555197
mlr.classif.xgboost(7)_alpha1.25720755338173
mlr.classif.xgboost(7)_nrounds2952
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
0.8046
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7487
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.484
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6171.6673
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4381
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
0.765
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7574
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7574
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8966
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4513
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.913
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
185.3898
UserCPU time millis
1393.82
UserCPU time millis testing
0.42
UserCPU time millis training
1393.4