Run
8115

Run 8115

Task 30 (Supervised Classification) page-blocks 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)_C0.05
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
0.953
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.97
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8428
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4123.465
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.018
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
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
0.9697
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2361
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1041
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5342
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.9337[566.86401039670471014.9881711071126483.44967579697345914.34953743383911760.017229859821]