DEVELOPMENT... OpenML
Run
180358

Run 180358

Task 2121 (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
0.5505
Per class
F measure
0.1982
Per class
Kappa
0.1029
KB relative information score
209.0515
Mean absolute error
0.0551
Mean prior absolute error
0.0618
Number of instances
1378
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.1996
Per class
Predictive accuracy
0.2017
Prior entropy
3.6268
Recall
0.2017
Per class
Relative absolute error
0.8911
Root mean prior squared error
0.1757
Root mean squared error
0.2346
Root relative squared error
1.3355
SciMark benchmark
1291.6995
UserCPU time millis
4450
UserCPU time millis testing
2370
UserCPU time millis training
2080