DEVELOPMENT... OpenML
Run
180130

Run 180130

Task 23 (Supervised Classification) cmc 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
0.5794
Per class
F measure
0.4565
Per class
Kappa
0.158
KB relative information score
328.8763
Mean absolute error
0.3621
Mean prior absolute error
0.4308
Number of instances
1473
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4561
Per class
Predictive accuracy
0.4569
Prior entropy
1.5392
Recall
0.4569
Per class
Relative absolute error
0.8404
Root mean prior squared error
0.4641
Root mean squared error
0.6017
Root relative squared error
1.2965
SciMark benchmark
1325.2092
UserCPU time millis
480
UserCPU time millis testing
250
UserCPU time millis training
230