Run
8866173

Run 8866173

Task 146073 (Supervised Classification) biomed Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.8413
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8717
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7163
Cross-validation details (10-fold Crossvalidation)
KB relative information score
150.3627
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1244
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4605
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8798
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8756
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9428
Cross-validation details (10-fold Crossvalidation)
Recall
0.8756
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3527
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7353
Cross-validation details (10-fold Crossvalidation)