Run
8865667

Run 8865667

Task 145936 (Supervised Classification) breast-cancer-dropped-missing-attributes-values 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
0.6848
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7022
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2501
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37.5062
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3477
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4144
Cross-validation details (10-fold Crossvalidation)
Number of instances
277
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7011
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7256
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8737
Cross-validation details (10-fold Crossvalidation)
Recall
0.7256
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.839
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4549
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.441
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9695
Cross-validation details (10-fold Crossvalidation)