DEVELOPMENT... OpenML
Run
180758

Run 180758

Task 3821 (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
0.9707
Per class
F measure
0.9908
Per class
Kappa
0.9621
KB relative information score
2199.5939
Mean absolute error
0.0091
Mean prior absolute error
0.2451
Number of instances
2310
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9909
Per class
Predictive accuracy
0.9909
Prior entropy
0.5925
Recall
0.9909
Per class
Relative absolute error
0.0371
Root mean prior squared error
0.3499
Root mean squared error
0.0953
Root relative squared error
0.2725
SciMark benchmark
825.5282
UserCPU time millis
160
UserCPU time millis testing
70
UserCPU time millis training
90