Run
520137

Run 520137

Task 3817 (Supervised Classification) spectrometer 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
0.8269
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9471
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7048
Cross-validation details (10-fold Crossvalidation)
KB relative information score
336.0282
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0508
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1869
Cross-validation details (10-fold Crossvalidation)
Number of instances
531
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9465
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9492
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4849
Cross-validation details (10-fold Crossvalidation)
Recall
0.9492
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2721
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2255
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.74
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.977
UserCPU time millis testing
0.16
UserCPU time millis training
0.817