DEVELOPMENT... OpenML
Run
180807

Run 180807

Task 3876 (Supervised Classification) analcatdata_challenger 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
0.5245
Per class
F measure
0.8841
Per class
Kappa
0.0491
KB relative information score
-39.2478
Mean absolute error
0.1159
Mean prior absolute error
0.1273
Number of instances
138
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8841
Per class
Predictive accuracy
0.8841
Prior entropy
0.3712
Recall
0.8841
Per class
Relative absolute error
0.9106
Root mean prior squared error
0.247
Root mean squared error
0.3405
Root relative squared error
1.3786
SciMark benchmark
1359.379