Run
8872635

Run 8872635

Task 10 (Supervised Classification) lymph 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
0.9182
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8691
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7509
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14.9207
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2662
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8758
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8716
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.8716
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9943
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3322
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9128
Cross-validation details (10-fold Crossvalidation)