Run
512936

Run 512936

Task 3740 (Supervised Classification) fri_c1_100_50 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
0.7192
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7103
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4269
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.7842
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.29
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.728
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.71
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.99
Cross-validation details (10-fold Crossvalidation)
Recall
0.71
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5883
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5385
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0849
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.463
UserCPU time millis testing
0.151
UserCPU time millis training
0.312