DEVELOPMENT... OpenML
Run
180233

Run 180233

Task 1775 (Supervised Classification) balance-scale 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
0.8264
Per class
F measure
0.781
Per class
Kappa
0.6179
KB relative information score
1768.2531
Mean absolute error
0.1444
Mean prior absolute error
0.3798
Number of instances
3125
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7786
Per class
Predictive accuracy
0.7834
Prior entropy
1.3212
Recall
0.7834
Per class
Relative absolute error
0.3803
Root mean prior squared error
0.4356
Root mean squared error
0.38
Root relative squared error
0.8725
SciMark benchmark
1315.395
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10