Run
11363

Run 11363

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)_C0.9
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
0.9711
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.859
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.843
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4713.4073
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0391
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
0.8594
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
0.2171
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1483
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.8864[567.60190887821451015.2555353338006483.23216931738307912.75766683510371760.5845701777503]