Run
12858

Run 12858

Task 10 (Supervised Classification) lymph Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.KStar(1)John G. Cleary, Leonard E. Trigg: K*: An Instance-based Learner Using an Entropic Distance Measure. In: 12th International Conference on Machine Learning, 108-114, 1995.
weka.KStar(1)_B20
weka.KStar(1)_Ma

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
0.9202
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8493
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7115
Cross-validation details (10-fold Crossvalidation)
KB relative information score
93.6149
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0993
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2677
Cross-validation details (10-fold Crossvalidation)
Number of instances
148
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8571
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8514
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2818
Cross-validation details (10-fold Crossvalidation)
Recall
0.8514
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3707
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3639
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2483
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6822
Cross-validation details (10-fold Crossvalidation)