DEVELOPMENT... OpenML
Run
180156

Run 180156

Task 48 (Supervised Classification) heart-c 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
0.7811
Per class
F measure
0.7847
Per class
Kappa
0.5652
KB relative information score
161.9651
Mean absolute error
0.0858
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7853
Per class
Predictive accuracy
0.7855
Prior entropy
1.0792
Recall
0.7855
Per class
Relative absolute error
0.4282
Root mean prior squared error
0.315
Root mean squared error
0.2929
Root relative squared error
0.93
SciMark benchmark
1372.2145
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10