DEVELOPMENT... OpenML
Run
180395

Run 180395

Task 2983 (Supervised Classification) lung-cancer 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
0.604
Per class
F measure
0.497
Per class
Kappa
0.2236
KB relative information score
97.9924
Mean absolute error
0.3292
Mean prior absolute error
0.4393
Number of instances
320
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5302
Per class
Predictive accuracy
0.5063
Prior entropy
1.57
Recall
0.5063
Per class
Relative absolute error
0.7493
Root mean prior squared error
0.4684
Root mean squared error
0.5737
Root relative squared error
1.2248
SciMark benchmark
1327.8711