DEVELOPMENT... OpenML
Run
182256

Run 182256

Task 4231 (Supervised Classification) re0.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
0.8029
Per class
F measure
0.7056
Per class
Kappa
0.6157
KB relative information score
9132.604
Mean absolute error
0.0437
Mean prior absolute error
0.1176
Number of instances
15040
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7241
Per class
Predictive accuracy
0.716
Prior entropy
2.6539
Recall
0.716
Per class
Relative absolute error
0.3717
Root mean prior squared error
0.2422
Root mean squared error
0.209
Root relative squared error
0.863
SciMark benchmark
1355.9413
UserCPU time millis
277870
UserCPU time millis testing
143490
UserCPU time millis training
134380