Run
10067

Run 10067

Task 18 (Supervised Classification) mfeat-morphological 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
0.9467
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6973
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6767
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1469.1968
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0708
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
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
0.7038
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.709
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.709
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3932
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.195
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6499
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
924.1185[561.752215550862904.2491647377733484.5405689113658908.32989414330441761.7204843045454]