Run
1847943

Run 1847943

Task 6 (Supervised Classification) letter Uploaded 01-03-2017 by Giuseppe Casalicchio
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Flow

mlr.classif.rpart.preproc(19)Learner mlr.classif.rpart.preproc from package(s) rpart.
mlr.classif.rpart.preproc(19)_xval0
mlr.classif.rpart.preproc(19)_openml.seed1
mlr.classif.rpart.preproc(19)_openml.kindMersenne-Twister
mlr.classif.rpart.preproc(19)_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
0.9031
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4439
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4508
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9722.6129
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0516
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4722
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.4722
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6982
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.161
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8373
Cross-validation details (10-fold Crossvalidation)