Run
10765

Run 10765

Task 6 (Supervised Classification) letter 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
0.9274
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7876
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7789
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16074.3624
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0184
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
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
0.7886
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7874
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10-fold Crossvalidation)
Recall
0.7874
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2493
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1149
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5975
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.5376[567.23271965926381014.9881073746852484.3219757802961913.39368876640651757.751385454742]