Run
8875180

Run 8875180

Task 3739 (Supervised Classification) analcatdata_chlamydia Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-SMO(1)A Weka KnowledgeFlow using Bagging-SMO.kf

Result files

xml
Description

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

arff
Predictions

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

17 Evaluation measures

Area under ROC curve
0.9405
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8744
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.576
Cross-validation details (10-fold Crossvalidation)
KB relative information score
57.6951
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.119
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3116
Cross-validation details (10-fold Crossvalidation)
Number of instances
100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8731
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.88
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.714
Cross-validation details (10-fold Crossvalidation)
Recall
0.88
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3819
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2621
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.668
Cross-validation details (10-fold Crossvalidation)