DEVELOPMENT... OpenML
Run
180840

Run 180840

Task 3893 (Supervised Classification) sylva_prior 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
0.9568
Per class
F measure
0.9921
Per class
Kappa
0.9308
KB relative information score
12992.5291
Mean absolute error
0.0079
Mean prior absolute error
0.1156
Number of instances
14395
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9921
Per class
Predictive accuracy
0.9922
Prior entropy
0.3338
Recall
0.9922
Per class
Relative absolute error
0.0679
Root mean prior squared error
0.2403
Root mean squared error
0.0886
Root relative squared error
0.3687
SciMark benchmark
1386.5717
UserCPU time millis
15730
UserCPU time millis testing
7710
UserCPU time millis training
8020

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