Run
478964

Run 478964

Task 3784 (Supervised Classification) analcatdata_seropositive Uploaded 30-11-2015 by Rafael Gomes Mantovani
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Flow

classif.ctree(2)Learner classif.ctree from package(s) party.
classif.ctree(2)_seed1
classif.ctree(2)_kindMersenne-Twister
classif.ctree(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.

17 Evaluation measures

Area under ROC curve
0.9103
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8643
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7027
Cross-validation details (10-fold Crossvalidation)
KB relative information score
94.1561
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1302
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
0.8654
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8636
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9347
Cross-validation details (10-fold Crossvalidation)
Recall
0.8636
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2864
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4765
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2816
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.591
Cross-validation details (10-fold Crossvalidation)