DEVELOPMENT... OpenML
Run
200827

Run 200827

Task 39 (Supervised Classification) sonar 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
0.9137
Per class
F measure
0.8505
Per class
Kappa
0.6992
KB relative information score
138.1857
Mean absolute error
0.1694
Mean prior absolute error
0.4978
Number of instances
208
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8519
Per class
Predictive accuracy
0.851
Prior entropy
0.9968
Recall
0.851
Per class
Relative absolute error
0.3404
Root mean prior squared error
0.4989
Root mean squared error
0.3323
Root relative squared error
0.666
SciMark benchmark
1363.454
UserCPU time millis
20
UserCPU time millis testing
20