Run
8042

Run 8042

Task 32 (Supervised Classification) pendigits 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)_C0.1
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
0.9852
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9651
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9612
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10571.4506
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0082
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
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
0.9651
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9651
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.9651
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0456
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0812
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2707
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.5625[561.20997989739871015.7907504114269479.99187728791736892.25324449793121768.5664600912808]