Run
8142

Run 8142

Task 47 (Supervised Classification) tae 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)_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
0.7008
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5044
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.255
Cross-validation details (10-fold Crossvalidation)
KB relative information score
42.2797
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3535
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
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
0.5063
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5033
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.5033
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7957
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4685
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.994
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
889.0804[564.4791872005297906.3757561602132484.3219757802961911.80521739130441578.4200211333489]