Run
508025

Run 508025

Task 9897 (Supervised Classification) breast-tissue Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.qda(2)Learner classif.qda from package(s) MASS.
classif.qda(2)_seed1
classif.qda(2)_kindMersenne-Twister
classif.qda(2)_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
0.6467
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5579
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3302
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.8748
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2123
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5864
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5755
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.5755
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6163
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4607
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.112
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.111
UserCPU time millis testing
0.028
UserCPU time millis training
0.083