Run
7941760

Run 7941760

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0043903729568547
mlr.classif.xgboost(7)_gamma629.496976157958
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight5.5319185542034
mlr.classif.xgboost(7)_subsample0.507999019348063
mlr.classif.xgboost(7)_colsample_bytree0.608058668859303
mlr.classif.xgboost(7)_colsample_bylevel0.723048936761916
mlr.classif.xgboost(7)_lambda0.381361941789326
mlr.classif.xgboost(7)_alpha0.559812837776581
mlr.classif.xgboost(7)_nrounds4245
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
0.8153
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7501
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.488
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11555.95
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3839
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
0.772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7604
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7604
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7857
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4186
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8468
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.3216
UserCPU time millis
1456.34
UserCPU time millis testing
0.56
UserCPU time millis training
1455.78