Run
10754

Run 10754

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)_K7
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
0.9149
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5099
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4823
Cross-validation details (10-fold Crossvalidation)
KB relative information score
115.8634
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0411
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
0.5203
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5708
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.5708
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5676
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1472
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7776
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
910.3828[560.48863959327881015.52310425331483.8854846559526910.85475360997441581.1619395961168]