Run
511181

Run 511181

Task 3734 (Supervised Classification) fri_c1_500_5 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
0.8453
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6962
Cross-validation details (10-fold Crossvalidation)
KB relative information score
348.9892
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.15
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4977
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8537
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.85
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9967
Cross-validation details (10-fold Crossvalidation)
Recall
0.85
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3014
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4988
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3873
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7764
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.147
UserCPU time millis testing
0.034
UserCPU time millis training
0.113