Run
12981

Run 12981

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)_C0.15
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
0.699
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5483
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3246
Cross-validation details (10-fold Crossvalidation)
KB relative information score
48.2661
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3377
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
0.548
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5497
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.5497
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.76
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4757
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0093
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
914.0995[566.6799012983093851.1285600480409483.449727694041911.48820099582031757.7512505720342]