Run
11312

Run 11312

Task 27 (Supervised Classification) colic 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)_C0.25
weka.J48(1)_M15

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
0.8123
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.855
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6843
Cross-validation details (10-fold Crossvalidation)
KB relative information score
189.9308
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2424
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
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
0.861
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8587
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.8587
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.52
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3508
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7267
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.0426[565.94439658822851015.7906865781697489.62239053623813910.53839766977511758.3172656914378]