Run
9246

Run 9246

Task 37 (Supervised Classification) diabetes 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
0.7644
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.716
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.36
Cross-validation details (10-fold Crossvalidation)
KB relative information score
237.8045
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3097
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4545
Cross-validation details (10-fold Crossvalidation)
Number of instances
768
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
0.7271
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7344
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9335
Cross-validation details (10-fold Crossvalidation)
Recall
0.7344
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6814
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4359
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9144
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.0389[568.52692162335691015.5230404536866483.8854846559526910.53839766977511761.7204843045454]