DEVELOPMENT... OpenML
Run
180135

Run 180135

Task 27 (Supervised Classification) colic 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
0.7798
Per class
F measure
0.8078
Per class
Kappa
0.5817
KB relative information score
215.3662
Mean absolute error
0.1875
Mean prior absolute error
0.4662
Number of instances
368
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8115
Per class
Predictive accuracy
0.8125
Prior entropy
0.9509
Recall
0.8125
Per class
Relative absolute error
0.4022
Root mean prior squared error
0.4827
Root mean squared error
0.433
Root relative squared error
0.8971
SciMark benchmark
1325.2092
UserCPU time millis
50
UserCPU time millis testing
20
UserCPU time millis training
30