DEVELOPMENT... OpenML
Run
180263

Run 180263

Task 1805 (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
0.9476
Per class
F measure
0.904
Per class
Kappa
0.8973
KB relative information score
3085.0153
Mean absolute error
0.0099
Mean prior absolute error
0.0961
Number of instances
3415
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9092
Per class
Predictive accuracy
0.9063
Prior entropy
3.8572
Recall
0.9063
Per class
Relative absolute error
0.1026
Root mean prior squared error
0.2191
Root mean squared error
0.0993
Root relative squared error
0.4533
SciMark benchmark
1386.5717
UserCPU time millis
90
UserCPU time millis testing
20
UserCPU time millis training
70