Run
497756

Run 497756

Task 3784 (Supervised Classification) analcatdata_seropositive Uploaded 03-12-2015 by Rafael Gomes Mantovani
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Flow

classif.ada(2)Learner classif.ada from package(s) ada.

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.9398
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.954
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8978
Cross-validation details (10-fold Crossvalidation)
KB relative information score
118.0141
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0455
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4548
Cross-validation details (10-fold Crossvalidation)
Number of instances
132
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9555
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9545
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9347
Cross-validation details (10-fold Crossvalidation)
Recall
0.9545
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4765
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4474
Cross-validation details (10-fold Crossvalidation)