Run
8181

Run 8181

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

weka.DecisionTable_BestFirst(1)Ron Kohavi: The Power of Decision Tables. In: 8th European Conference on Machine Learning, 174-189, 1995.
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.DecisionTable_BestFirst(1)_Sweka.attributeSelection.BestFirst
weka.DecisionTable_BestFirst(1)_X1

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
0.9096
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6045
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5672
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2559.7445
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.128
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
0.6102
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6105
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.6105
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7109
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.239
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7966
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.5991[564.84479963454011015.7907504114269483.449727694041912.75766683510371761.1524117823017]