Run
8859720

Run 8859720

Task 3569 (Supervised Classification) prnn_viruses Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.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
0.9956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.931
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8714
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44.1632
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0879
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2735
Cross-validation details (10-fold Crossvalidation)
Number of instances
61
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.935
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9344
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5019
Cross-validation details (10-fold Crossvalidation)
Recall
0.9344
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3656
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1678
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4592
Cross-validation details (10-fold Crossvalidation)