Run
8887015

Run 8887015

Task 8 (Supervised Classification) liver-disorders Uploaded 26-03-2018 by William Raynaut
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

weka.kf.HoeffdingTree(1)A Weka KnowledgeFlow using HoeffdingTree.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
0.62
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5764
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1537
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20.5151
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.458
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
0.5908
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5739
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9818
Cross-validation details (10-fold Crossvalidation)
Recall
0.5739
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9397
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5004
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0138
Cross-validation details (10-fold Crossvalidation)