Run
7402

Run 7402

Task 7 (Supervised Classification) audiology 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)_K3
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
0.9184
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6406
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6244
Cross-validation details (10-fold Crossvalidation)
KB relative information score
133.5272
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0321
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0724
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
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
0.659
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6858
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.6858
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4438
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1348
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7121
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.4165[557.4434863238911015.7907504114269483.0147548568529916.26709630569521764.5664888040972]