Run
477101

Run 477101

Task 4627 (Supervised Classification) desharnais Uploaded 24-11-2015 by Florian Fendt
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Flow

classif.rpart(35)Learner classif.rpart from package(s) rpart.
classif.rpart(35)_xval0
classif.rpart(35)_seed1
classif.rpart(35)_kindMersenne-Twister
classif.rpart(35)_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.

17 Evaluation measures

Area under ROC curve
0.6797
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.6427
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.3781
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
233.2251
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2806
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.3804
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
810
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Precision
0.6235
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.6654
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.3765
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.6654
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.7378
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4348
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.4014
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.9232
Cross-validation details (10 times 10-fold Crossvalidation)