DEVELOPMENT... OpenML
Run
103116

Run 103116

Task 3862 (Supervised Classification) audiology Uploaded 08-12-2014 by Felicia West
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Flow

weka.IBk(2)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9612
Per class
Build CPU time
0.0003
Build memory
461298122.9381
F measure
0.931
Per class
Kappa
0.8226
KB relative information score
171.651
Mean absolute error
0.0822
Mean prior absolute error
0.3783
Number of instances
226
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.937
Per class
Predictive accuracy
0.9292
Prior entropy
0.8182
Recall
0.9292
Per class
Relative absolute error
0.2173
Root mean prior squared error
0.4343
Root mean squared error
0.2303
Root relative squared error
0.5304
SciMark benchmark
938.6628