Run
8866006

Run 8866006

Task 145974 (Supervised Classification) dermatology 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
0.9988
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9669
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9589
Cross-validation details (10-fold Crossvalidation)
KB relative information score
323.6822
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0503
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2664
Cross-validation details (10-fold Crossvalidation)
Number of instances
366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9668
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9672
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4378
Cross-validation details (10-fold Crossvalidation)
Recall
0.9672
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1886
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.116
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.318
Cross-validation details (10-fold Crossvalidation)