Run
583

Run 583

Task 27 (Supervised Classification) colic Uploaded 07-04-2014 by Jan van Rijn
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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)_K1
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
0.7675
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7778
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5247
Cross-validation details (10-fold Crossvalidation)
KB relative information score
185.7364
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2245
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
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.7787
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7772
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.7772
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4815
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4706
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.975
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
2013.9864