Run
8866488

Run 8866488

Task 146203 (Supervised Classification) hypothyroid Uploaded 28-02-2018 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
0.98
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9816
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7908
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1426.2702
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.034
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0912
Cross-validation details (10-fold Crossvalidation)
Number of instances
3163
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9815
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9823
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2779
Cross-validation details (10-fold Crossvalidation)
Recall
0.9823
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3731
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2132
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1172
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5499
Cross-validation details (10-fold Crossvalidation)