Run
8030

Run 8030

Task 27 (Supervised Classification) colic Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K4
weka.IBk(1)_W0

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
0.8413
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.815
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5967
Cross-validation details (10-fold Crossvalidation)
KB relative information score
190.6368
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2238
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
0.8217
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8207
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.8207
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4801
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3846
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7968
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
946.324[560.84909930399091014.1868590421574489.1762444902221910.22218605324211757.1857345400422]