Run
507943

Run 507943

Task 9984 (Supervised Classification) fertility 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
0.4848
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0314
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-24.6537
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.21
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2169
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7821
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.79
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5504
Cross-validation details (10-fold Crossvalidation)
Recall
0.79
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9684
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.325
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4098
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.155
UserCPU time millis testing
0.04
UserCPU time millis training
0.115