Run
7059

Run 7059

Task 7 (Supervised Classification) audiology Uploaded 21-05-2014 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)_K9
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
0.9226
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4858
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4623
Cross-validation details (10-fold Crossvalidation)
KB relative information score
110.0625
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0436
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
0.5123
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5575
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.6349
Cross-validation details (10-fold Crossvalidation)
Recall
0.5575
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6023
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1893
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1516
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8007
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
948.6244[567.60190887821451014.4538012229739485.1973770046736909.59057174132591766.2785639901995]