Run
12454

Run 12454

Task 28 (Supervised Classification) optdigits Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_Discretize_J48(1)Weka implementation of FilteredClassifier
weka.Discretize(1)_Rfirst-last
weka.FilteredClassifier_Discretize_J48(1)_Fweka.filters.supervised.attribute.Discretize
weka.FilteredClassifier_Discretize_J48(1)_Wweka.classifiers.trees.J48
weka.J48(1)_C0.25
weka.J48(1)_M2

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.

19 Evaluation measures

Area under ROC curve
0.9106
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.78
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7568
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4342.5964
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0494
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7796
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7811
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.7811
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2747
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1919
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6398
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.95[563.38522762117461016.0584738187666483.6674820550281908.64471704177161767.9939646936223]