Run
517026

Run 517026

Task 10091 (Supervised Classification) banana Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(38)Learner classif.rpart from package(s) rpart.
classif.rpart(38)_xval0
classif.rpart(38)_seed1
classif.rpart(38)_kindMersenne-Twister
classif.rpart(38)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.8359
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8407
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6771
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3593.7819
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1585
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4947
Cross-validation details (10-fold Crossvalidation)
Number of instances
5300
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8422
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8415
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9923
Cross-validation details (10-fold Crossvalidation)
Recall
0.8415
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3204
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3981
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8005
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.438
UserCPU time millis testing
0.035
UserCPU time millis training
0.403