DEVELOPMENT... OpenML
Run
180540

Run 180540

Task 3599 (Supervised Classification) machine_cpu 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
0.9066
Per class
F measure
0.9368
Per class
Kappa
0.8368
KB relative information score
172.0354
Mean absolute error
0.0622
Mean prior absolute error
0.3933
Number of instances
209
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9373
Per class
Predictive accuracy
0.9378
Prior entropy
0.8417
Recall
0.9378
Per class
Relative absolute error
0.1581
Root mean prior squared error
0.4429
Root mean squared error
0.2494
Root relative squared error
0.5631
SciMark benchmark
1339.3974