DEVELOPMENT... OpenML
Run
180850

Run 180850

Task 3923 (Supervised Classification) datatrieve 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
0.5202
Per class
F measure
0.8643
Per class
Kappa
0.0485
KB relative information score
-7.1316
Mean absolute error
0.1231
Mean prior absolute error
0.1601
Number of instances
130
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8531
Per class
Predictive accuracy
0.8769
Prior entropy
0.4395
Recall
0.8769
Per class
Relative absolute error
0.7686
Root mean prior squared error
0.2784
Root mean squared error
0.3508
Root relative squared error
1.2602
SciMark benchmark
1291.6995