Run
8862786

Run 8862786

Task 3869 (Supervised Classification) lymph 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
0.9385
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8497
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6961
Cross-validation details (10-fold Crossvalidation)
KB relative information score
78.2606
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2516
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4956
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8561
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8514
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9937
Cross-validation details (10-fold Crossvalidation)
Recall
0.8514
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5077
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4978
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3257
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6544
Cross-validation details (10-fold Crossvalidation)