Run
8858523

Run 8858523

Task 8 (Supervised Classification) liver-disorders 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
0.7402
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6961
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3725
Cross-validation details (10-fold Crossvalidation)
KB relative information score
79.7495
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.386
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4874
Cross-validation details (10-fold Crossvalidation)
Number of instances
345
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6985
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7014
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9818
Cross-validation details (10-fold Crossvalidation)
Recall
0.7014
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7921
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4441
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8996
Cross-validation details (10-fold Crossvalidation)