Run
8790

Run 8790

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)_C0.01
weka.J48(1)_M5

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
0.962
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8955
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8839
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4968.5651
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0265
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
0.8956
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8956
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.8956
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1475
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1337
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4456
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.824[556.90949049104711014.4538012229739483.88543266528814914.98778054938791758.8835103978397]