Run
166

Run 166

Task 7 (Supervised Classification) audiology 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
0.8913
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7615
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7498
Cross-validation details (10-fold Crossvalidation)
KB relative information score
145.4293
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0253
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
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
Precision
0.7516
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7876
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.7876
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3498
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6549
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1851.9147