Run
509289

Run 509289

Task 3815 (Supervised Classification) prnn_fglass Uploaded 27-01-2016 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
0.7836
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6769
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5766
Cross-validation details (10-fold Crossvalidation)
KB relative information score
127.1243
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1028
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2465
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6645
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6916
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1997
Cross-validation details (10-fold Crossvalidation)
Recall
0.6916
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4171
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3504
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3206
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.915
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.121
UserCPU time millis testing
0.03
UserCPU time millis training
0.091