Run
10464

Run 10464

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

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.25
weka.J48(1)_M20

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
0.9709
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8589
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.843
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4708.1345
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0393
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
0.8593
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8587
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.8587
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2183
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1486
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4954
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.5765[567.41727621999961015.7907504114269478.28140966761225913.07556704216551758.3172656914378]