Run
8858571

Run 8858571

Task 13 (Supervised Classification) breast-cancer 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
0.6818
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7152
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2889
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36.429
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3539
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4183
Cross-validation details (10-fold Crossvalidation)
Number of instances
286
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7215
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7413
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8796
Cross-validation details (10-fold Crossvalidation)
Recall
0.7413
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.846
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.457
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4441
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9717
Cross-validation details (10-fold Crossvalidation)