Run
508464

Run 508464

Task 3888 (Supervised Classification) grub-damage Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(4)_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
0.6223
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6719
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2432
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30.045
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.329
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4332
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6728
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.671
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9027
Cross-validation details (10-fold Crossvalidation)
Recall
0.671
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7595
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.465
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5736
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2337
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
20.455
UserCPU time millis testing
0.1
UserCPU time millis training
20.355