Run
7947901

Run 7947901

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.40033962614174
mlr.classif.xgboost(7)_gamma0.0045868421185927
mlr.classif.xgboost(7)_max_depth2
mlr.classif.xgboost(7)_min_child_weight4.05876424579973
mlr.classif.xgboost(7)_subsample0.564849582081661
mlr.classif.xgboost(7)_colsample_bytree0.382420900650322
mlr.classif.xgboost(7)_colsample_bylevel0.715552883595228
mlr.classif.xgboost(7)_lambda5.37632450408575
mlr.classif.xgboost(7)_alpha0.00162433046134999
mlr.classif.xgboost(7)_nrounds4817
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
0.9637
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7936
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31880.7525
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1542
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
0.8992
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8993
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8993
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3156
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2713
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5489
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.7142
UserCPU time millis
1134.27
UserCPU time millis testing
1.22
UserCPU time millis training
1133.05