Run
8862723

Run 8862723

Task 3866 (Supervised Classification) primary-tumor 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
0.8741
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8515
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5872
Cross-validation details (10-fold Crossvalidation)
KB relative information score
133.659
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2224
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3735
Cross-validation details (10-fold Crossvalidation)
Number of instances
339
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8584
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8101
Cross-validation details (10-fold Crossvalidation)
Recall
0.8584
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5955
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4317
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3341
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7739
Cross-validation details (10-fold Crossvalidation)