DEVELOPMENT... OpenML
Run
180173

Run 180173

Task 235 (Supervised Classification) arrhythmia 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
0.6205
Per class
F measure
0.5216
Per class
Kappa
0.3096
KB relative information score
55.8338
Mean absolute error
0.0487
Mean prior absolute error
0.0878
Number of instances
149
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5685
Per class
Predictive accuracy
0.6107
Prior entropy
2.5222
Recall
0.6107
Per class
Relative absolute error
0.5539
Root mean prior squared error
0.211
Root mean squared error
0.2206
Root relative squared error
1.0453
SciMark benchmark
1372.2145
UserCPU time millis
660
UserCPU time millis testing
150
UserCPU time millis training
510