Run
508008

Run 508008

Task 3949 (Supervised Classification) teachingAssistant 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
0.6187
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.495
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2363
Cross-validation details (10-fold Crossvalidation)
KB relative information score
45.5563
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.34
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5086
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4901
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.4901
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7651
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5831
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.237
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
43.699
UserCPU time millis testing
0.068
UserCPU time millis training
43.631