Run
517035

Run 517035

Task 10091 (Supervised Classification) banana Uploaded 29-01-2016 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
0.6047
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5993
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2206
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1359.4895
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.366
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4947
Cross-validation details (10-fold Crossvalidation)
Number of instances
5300
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6539
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.634
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9923
Cross-validation details (10-fold Crossvalidation)
Recall
0.634
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.74
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4973
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.605
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2165
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
166.427
UserCPU time millis testing
0.464
UserCPU time millis training
165.963