Run
514829

Run 514829

Task 9905 (Supervised Classification) autoUniv-au7-700 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
0.6483
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5307
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2952
Cross-validation details (10-fold Crossvalidation)
KB relative information score
248.5069
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3133
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4437
Cross-validation details (10-fold Crossvalidation)
Number of instances
700
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5324
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.53
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5824
Cross-validation details (10-fold Crossvalidation)
Recall
0.53
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7062
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.471
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5598
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1885
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.232
UserCPU time millis testing
0.064
UserCPU time millis training
0.168