Run
8859876

Run 8859876

Task 3585 (Supervised Classification) veteran 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
0.7453
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.73
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3539
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.6873
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3301
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4317
Cross-validation details (10-fold Crossvalidation)
Number of instances
137
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.731
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7445
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9006
Cross-validation details (10-fold Crossvalidation)
Recall
0.7445
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7647
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4224
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9102
Cross-validation details (10-fold Crossvalidation)