DEVELOPMENT... OpenML
Run
180492

Run 180492

Task 3550 (Supervised Classification) analcatdata_asbestos Uploaded 25-02-2015 by Felicia West
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Flow

weka.NNge(3)Brent Martin (1995). Instance-Based learning: Nearest Neighbor With Generalization. Hamilton, New Zealand. Sylvain Roy (2002). Nearest Neighbor With Generalization. Christchurch, New Zealand.
weka.NNge(3)_G5
weka.NNge(3)_I5

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
0.7618
Per class
F measure
0.7687
Per class
Kappa
0.5305
KB relative information score
44.3453
Mean absolute error
0.2289
Mean prior absolute error
0.4943
Number of instances
83
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7721
Per class
Predictive accuracy
0.7711
Prior entropy
0.9919
Recall
0.7711
Per class
Relative absolute error
0.4631
Root mean prior squared error
0.4971
Root mean squared error
0.4785
Root relative squared error
0.9626
SciMark benchmark
1359.379