DEVELOPMENT... OpenML
Run
180800

Run 180800

Task 3863 (Supervised Classification) hypothyroid 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
0.8726
Per class
F measure
0.9757
Per class
Kappa
0.8214
KB relative information score
2920.9384
Mean absolute error
0.0231
Mean prior absolute error
0.1426
Number of instances
3772
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9763
Per class
Predictive accuracy
0.9769
Prior entropy
0.3928
Recall
0.9769
Per class
Relative absolute error
0.1618
Root mean prior squared error
0.2668
Root mean squared error
0.1519
Root relative squared error
0.5692
SciMark benchmark
1386.5717
UserCPU time millis
280
UserCPU time millis testing
100
UserCPU time millis training
180