Run
2007797

Run 2007797

Task 3940 (Supervised Classification) leukemia Uploaded 06-04-2017 by Jan van Rijn
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Flow

weka.FilteredClassifier_J48(2)Weka implementation of FilteredClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.FilteredClassifier_J48(2)_Fweka.filters.unsupervised.attribute.PrincipalComponents -R 0.95 -A 5 -M -1
weka.FilteredClassifier_J48(2)_Wweka.classifiers.trees.J48

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
0.8009
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.811
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5738
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40.6083
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1934
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4546
Cross-validation details (10-fold Crossvalidation)
Number of instances
72
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8212
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8194
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9353
Cross-validation details (10-fold Crossvalidation)
Recall
0.8194
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4254
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4761
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4133
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.868
Cross-validation details (10-fold Crossvalidation)