Run
522691

Run 522691

Task 9908 (Supervised Classification) autoUniv-au4-2500 Uploaded 09-02-2016 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
0.6385
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5859
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2778
Cross-validation details (10-fold Crossvalidation)
KB relative information score
753.1726
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2592
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3794
Cross-validation details (10-fold Crossvalidation)
Number of instances
2500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5647
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6112
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3187
Cross-validation details (10-fold Crossvalidation)
Recall
0.6112
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6831
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4355
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5091
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.169
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.865
UserCPU time millis testing
0.261
UserCPU time millis training
1.604