DEVELOPMENT... OpenML
Run
181103

Run 181103

Task 4400 (Supervised Classification) fri_c2_250_10 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
0.7519
Per class
F measure
0.7883
Per class
Kappa
0.5344
KB relative information score
1366.1381
Mean absolute error
0.2032
Mean prior absolute error
0.4633
Number of instances
2500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7975
Per class
Predictive accuracy
0.7968
Prior entropy
0.9468
Recall
0.7968
Per class
Relative absolute error
0.4386
Root mean prior squared error
0.4812
Root mean squared error
0.4508
Root relative squared error
0.9369
SciMark benchmark
1280.6952
UserCPU time millis
10
UserCPU time millis training
10