DEVELOPMENT... OpenML
Run
180317

Run 180317

Task 1921 (Supervised Classification) soybean 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
0.9603
Per class
F measure
0.9294
Per class
Kappa
0.9231
KB relative information score
6370.2114
Mean absolute error
0.0074
Mean prior absolute error
0.0961
Number of instances
6830
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9301
Per class
Predictive accuracy
0.9299
Prior entropy
3.8572
Recall
0.9299
Per class
Relative absolute error
0.0768
Root mean prior squared error
0.2191
Root mean squared error
0.0859
Root relative squared error
0.3921
SciMark benchmark
1315.395
UserCPU time millis
100
UserCPU time millis testing
30
UserCPU time millis training
70