DEVELOPMENT... OpenML
Run
200994

Run 200994

Task 1919 (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
0.9143
Per class
F measure
0.8367
Per class
Kappa
0.6716
KB relative information score
1364.2873
Mean absolute error
0.1723
Mean prior absolute error
0.4978
Number of instances
2080
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.839
Per class
Predictive accuracy
0.8375
Prior entropy
0.9968
Recall
0.8375
Per class
Relative absolute error
0.3462
Root mean prior squared error
0.4989
Root mean squared error
0.3353
Root relative squared error
0.6721
SciMark benchmark
854.5188
UserCPU time millis
30
UserCPU time millis testing
30