Run
517365

Run 517365

Task 9909 (Supervised Classification) autoUniv-au1-1000 Uploaded 29-01-2016 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
0.6745
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7851
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4084
Cross-validation details (10-fold Crossvalidation)
KB relative information score
440.183
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.194
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3841
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7953
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.806
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.826
Cross-validation details (10-fold Crossvalidation)
Recall
0.806
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5051
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4405
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0054
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.372
UserCPU time millis testing
0.065
UserCPU time millis training
0.307