Run
8866135

Run 8866135

Task 146032 (Supervised Classification) primary-tumor 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
0.7934
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4085
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3623
Cross-validation details (10-fold Crossvalidation)
KB relative information score
115.1541
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0625
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0812
Cross-validation details (10-fold Crossvalidation)
Number of instances
339
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.395
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4395
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.7542
Cross-validation details (10-fold Crossvalidation)
Recall
0.4395
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7691
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2011
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1852
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9211
Cross-validation details (10-fold Crossvalidation)