DEVELOPMENT... OpenML
Run
200848

Run 200848

Task 237 (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
0.891
Per class
F measure
0.4875
Per class
Kappa
0.4669
KB relative information score
37.7423
Mean absolute error
0.0412
Mean prior absolute error
0.0736
Number of instances
74
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5045
Per class
Predictive accuracy
0.5405
Prior entropy
3.6349
Recall
0.5405
Per class
Relative absolute error
0.5602
Root mean prior squared error
0.1925
Root mean squared error
0.1592
Root relative squared error
0.827
SciMark benchmark
882.7843
UserCPU time millis
30
UserCPU time millis testing
30