DEVELOPMENT... OpenML
Run
180213

Run 180213

Task 280 (Supervised Classification) heart-h 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
0.8007
Per class
F measure
0.8229
Per class
Kappa
0.6128
KB relative information score
55.2391
Mean absolute error
0.0701
Mean prior absolute error
0.1867
Number of instances
97
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8227
Per class
Predictive accuracy
0.8247
Prior entropy
1.0314
Recall
0.8247
Per class
Relative absolute error
0.3754
Root mean prior squared error
0.3038
Root mean squared error
0.2648
Root relative squared error
0.8716
SciMark benchmark
825.5282
UserCPU time millis
10
UserCPU time millis training
10