Run
520315

Run 520315

Task 3549 (Supervised Classification) analcatdata_authorship Uploaded 05-02-2016 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

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
0.9277
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8983
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8525
Cross-validation details (10-fold Crossvalidation)
KB relative information score
716.5458
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0505
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3439
Cross-validation details (10-fold Crossvalidation)
Number of instances
841
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8989
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.7898
Cross-validation details (10-fold Crossvalidation)
Recall
0.8989
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.147
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4146
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2248
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5423
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.891
UserCPU time millis testing
0.131
UserCPU time millis training
0.76