Run
8865591

Run 8865591

Task 145923 (Supervised Classification) breast-tissue 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
0.8248
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.607
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4159
Cross-validation details (10-fold Crossvalidation)
KB relative information score
39.8806
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2544
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6202
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6226
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.6226
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7386
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3519
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8492
Cross-validation details (10-fold Crossvalidation)