Run
515709

Run 515709

Task 21 (Supervised Classification) car Uploaded 28-01-2016 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
0.9606
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9455
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8813
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1491.5804
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0278
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9477
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9444
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.9444
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1213
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1667
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4929
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.224
UserCPU time millis testing
0.066
UserCPU time millis training
0.158