Run
8232

Run 8232

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)_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
0.8148
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8472
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6676
Cross-validation details (10-fold Crossvalidation)
KB relative information score
189.2496
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2426
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
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8505
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.8505
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5204
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3534
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7322
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
910.7492[562.65824500357811014.9881711071126484.54051677983614910.85475360997441580.7042191207643]