Run
519020

Run 519020

Task 3586 (Supervised Classification) abalone Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.rda(7)Learner classif.rda from package(s) klaR.
classif.rda(7)_estimate.errorFALSE
classif.rda(7)_seed1
classif.rda(7)_kindMersenne-Twister
classif.rda(7)_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
0.7735
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7735
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.547
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2284.9648
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2265
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.5
Cross-validation details (10-fold Crossvalidation)
Number of instances
4177
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7735
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7735
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1
Cross-validation details (10-fold Crossvalidation)
Recall
0.7735
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.5
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4759
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9518
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
62.474
UserCPU time millis testing
0.223
UserCPU time millis training
62.251