DEVELOPMENT... OpenML
Run
181006

Run 181006

Task 4291 (Supervised Classification) abalone 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
0.7599
Per class
F measure
0.7599
Per class
Kappa
0.5198
KB relative information score
21709.6268
Mean absolute error
0.2401
Mean prior absolute error
0.5
Number of instances
41770
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.76
Per class
Predictive accuracy
0.7599
Prior entropy
1
Recall
0.7599
Per class
Relative absolute error
0.4803
Root mean prior squared error
0.5
Root mean squared error
0.49
Root relative squared error
0.9801
SciMark benchmark
1325.942
UserCPU time millis
3080
UserCPU time millis testing
1400
UserCPU time millis training
1680