DEVELOPMENT... OpenML
Run
180144

Run 180144

Task 36 (Supervised Classification) segment 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
0.9828
Per class
F measure
0.9706
Per class
Kappa
0.9657
KB relative information score
2236.6132
Mean absolute error
0.0084
Mean prior absolute error
0.2449
Number of instances
2310
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9706
Per class
Predictive accuracy
0.9706
Prior entropy
2.8074
Recall
0.9706
Per class
Relative absolute error
0.0343
Root mean prior squared error
0.3499
Root mean squared error
0.0917
Root relative squared error
0.2621
SciMark benchmark
1442.7264
UserCPU time millis
210
UserCPU time millis testing
60
UserCPU time millis training
150