DEVELOPMENT... OpenML
Run
200793

Run 200793

Task 7 (Supervised Classification) audiology Uploaded 27-02-2015 by Felicia West
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Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K3
weka.IBk(4)_W0
weka.IBk(4)_Atrue

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.

22 Evaluation measures

Area under ROC curve
0.9184
Per class
F measure
0.6406
Per class
Kappa
0.6244
KB relative information score
133.5272
Mean absolute error
0.0321
Mean prior absolute error
0.0724
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
0.659
Per class
Predictive accuracy
0.6858
Prior entropy
3.6349
Recall
0.6858
Per class
Relative absolute error
0.4438
Root mean prior squared error
0.1893
Root mean squared error
0.1348
Root relative squared error
0.7121
SciMark benchmark
882.7843
UserCPU time millis
50
UserCPU time millis testing
50