DEVELOPMENT... OpenML
Run
202002

Run 202002

Task 4567 (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
0.978
Per class
F measure
0.9273
Per class
Kappa
0.814
KB relative information score
1532.8588
Mean absolute error
0.1107
Mean prior absolute error
0.3783
Number of instances
2260
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9347
Per class
Predictive accuracy
0.9252
Prior entropy
0.8182
Recall
0.9252
Per class
Relative absolute error
0.2927
Root mean prior squared error
0.4343
Root mean squared error
0.2338
Root relative squared error
0.5383
SciMark benchmark
940.3347
UserCPU time millis
40
UserCPU time millis testing
40