DEVELOPMENT... OpenML
Run
180481

Run 180481

Task 3539 (Supervised Classification) prnn_crabs 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
0.805
Per class
F measure
0.8046
Per class
Kappa
0.61
KB relative information score
122
Mean absolute error
0.195
Mean prior absolute error
0.5
Number of instances
200
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8075
Per class
Predictive accuracy
0.805
Prior entropy
1
Recall
0.805
Per class
Relative absolute error
0.39
Root mean prior squared error
0.5
Root mean squared error
0.4416
Root relative squared error
0.8832
SciMark benchmark
1359.379
UserCPU time millis
10
UserCPU time millis training
10