Run
508074

Run 508074

Task 10095 (Supervised Classification) breast-tissue 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
0.6758
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4639
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3505
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.5807
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1792
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4676
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4623
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.4623
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4234
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1393
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
17.098
UserCPU time millis testing
0.077
UserCPU time millis training
17.021