Run
1873634

Run 1873634

Task 3547 (Supervised Classification) cars Uploaded 29-03-2017 by Heidi Seibold
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Flow

mlr.classif.rpart(32)Learner mlr.classif.rpart from package(s) rpart.
mlr.classif.rpart(32)_xval0
mlr.classif.rpart(32)_openml.seed1
mlr.classif.rpart(32)_openml.kindMersenne-Twister
mlr.classif.rpart(32)_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
0.8298
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7924
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6162
Cross-validation details (10-fold Crossvalidation)
KB relative information score
244.8442
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1363
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3596
Cross-validation details (10-fold Crossvalidation)
Number of instances
406
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.791
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7956
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3317
Cross-validation details (10-fold Crossvalidation)
Recall
0.7956
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.379
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4236
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3692
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8714
Cross-validation details (10-fold Crossvalidation)