DEVELOPMENT... OpenML
Run
202143

Run 202143

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)_K5
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
0.9194
Per class
F measure
0.5471
Per class
Kappa
0.5223
KB relative information score
119.5881
Mean absolute error
0.0379
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
0.5442
Per class
Predictive accuracy
0.6018
Prior entropy
3.6349
Recall
0.6018
Per class
Relative absolute error
0.5231
Root mean prior squared error
0.1893
Root mean squared error
0.1445
Root relative squared error
0.7634
SciMark benchmark
930.5999
UserCPU time millis
40
UserCPU time millis testing
40