Run
523066

Run 523066

Task 3840 (Supervised Classification) letter Uploaded 10-02-2016 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
0.8603
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9865
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8157
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15141.5151
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0127
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.987
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9873
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9873
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1627
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1127
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5707
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.165
UserCPU time millis testing
0.161
UserCPU time millis training
2.004