DEVELOPMENT... OpenML
Run
180378

Run 180378

Task 2922 (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
0.7471
Per class
F measure
0.8281
Per class
Kappa
0.5563
KB relative information score
181.7012
Mean absolute error
0.1594
Mean prior absolute error
0.4099
Number of instances
320
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8408
Per class
Predictive accuracy
0.8406
Prior entropy
0.874
Recall
0.8406
Per class
Relative absolute error
0.3888
Root mean prior squared error
0.4498
Root mean squared error
0.3992
Root relative squared error
0.8876
SciMark benchmark
1291.6995