Run
514644

Run 514644

Task 3736 (Supervised Classification) boston 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
0.8502
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8556
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7018
Cross-validation details (10-fold Crossvalidation)
KB relative information score
353.3835
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1443
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4849
Cross-validation details (10-fold Crossvalidation)
Number of instances
506
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8555
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8557
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9782
Cross-validation details (10-fold Crossvalidation)
Recall
0.8557
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2975
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4924
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3798
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7714
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.307
UserCPU time millis testing
0.088
UserCPU time millis training
0.219