Run
543458

Run 543458

Task 3653 (Supervised Classification) triazines Uploaded 24-03-2016 by Rafael Gomes Mantovani
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Flow

classif.rpart(39)Learner classif.rpart from package(s) rpart.
classif.rpart(39)_xval0
classif.rpart(39)_seed1
classif.rpart(39)_kindMersenne-Twister
classif.rpart(39)_normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.7177
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7372
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4553
Cross-validation details (10-fold Crossvalidation)
KB relative information score
87.861
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2527
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4854
Cross-validation details (10-fold Crossvalidation)
Number of instances
186
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7526
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7473
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.979
Cross-validation details (10-fold Crossvalidation)
Recall
0.7473
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5206
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4925
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5027
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0206
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.218
UserCPU time millis testing
0.062
UserCPU time millis training
0.156