Run
1851249

Run 1851249

Task 21 (Supervised Classification) car Uploaded 11-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.randomForest.preproc(5)Learner mlr.classif.randomForest.preproc from package(s) randomForest.
mlr.classif.randomForest.preproc(5)_openml.seed1
mlr.classif.randomForest.preproc(5)_openml.kindMersenne-Twister
mlr.classif.randomForest.preproc(5)_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.

17 Evaluation measures

Area under ROC curve
0.9991
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9753
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9462
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1402.4998
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0608
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9751
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9751
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2656
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1306
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3861
Cross-validation details (10-fold Crossvalidation)