DEVELOPMENT... OpenML
Run
180897

Run 180897

Task 3530 (Supervised Classification) re1.wc 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
0.8066
Per class
F measure
0.6374
Per class
Kappa
0.6261
KB relative information score
969.6027
Mean absolute error
0.0254
Mean prior absolute error
0.071
Number of instances
1657
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7268
Per class
Predictive accuracy
0.6826
Prior entropy
3.8125
Recall
0.6826
Per class
Relative absolute error
0.3577
Root mean prior squared error
0.1883
Root mean squared error
0.1594
Root relative squared error
0.8463
SciMark benchmark
1280.6952
UserCPU time millis
306820
UserCPU time millis testing
151220
UserCPU time millis training
155600