Run
8865710

Run 8865710

Task 145940 (Supervised Classification) thyroid-allrep 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
0.8271
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6917
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4435
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1064.1264
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1611
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2296
Cross-validation details (10-fold Crossvalidation)
Number of instances
2800
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6974
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7061
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5311
Cross-validation details (10-fold Crossvalidation)
Recall
0.7061
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7015
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3387
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2849
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8411
Cross-validation details (10-fold Crossvalidation)