Run
509071

Run 509071

Task 60 (Supervised Classification) zoo Uploaded 27-01-2016 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
0.9297
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8314
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8299
Cross-validation details (10-fold Crossvalidation)
KB relative information score
77.6651
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0368
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2188
Cross-validation details (10-fold Crossvalidation)
Number of instances
101
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8095
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8713
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4427
Cross-validation details (10-fold Crossvalidation)
Recall
0.8713
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1681
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3294
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1918
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5821
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.363
UserCPU time millis testing
0.169
UserCPU time millis training
0.194