Run
520846

Run 520846

Task 3483 (Supervised Classification) mammography Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.qda(4)Learner classif.qda from package(s) MASS.
classif.qda(4)_seed1
classif.qda(4)_kindMersenne-Twister
classif.qda(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
0.8111
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9648
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3985
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-5135.9727
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0427
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0455
Cross-validation details (10-fold Crossvalidation)
Number of instances
11183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9757
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9573
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9573
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9375
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2065
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3705
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.953
UserCPU time millis testing
0.063
UserCPU time millis training
0.89