DEVELOPMENT... OpenML
Run
180410

Run 180410

Task 3021 (Supervised Classification) sick 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
0.8232
Per class
F measure
0.9701
Per class
Kappa
0.7256
KB relative information score
2452.679
Mean absolute error
0.0281
Mean prior absolute error
0.1152
Number of instances
3772
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9701
Per class
Predictive accuracy
0.9719
Prior entropy
0.3333
Recall
0.9719
Per class
Relative absolute error
0.244
Root mean prior squared error
0.2398
Root mean squared error
0.1676
Root relative squared error
0.6991
SciMark benchmark
1386.5717
UserCPU time millis
1790
UserCPU time millis testing
740
UserCPU time millis training
1050