DEVELOPMENT... OpenML
Run
181100

Run 181100

Task 4396 (Supervised Classification) sensory 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
0.6024
Per class
F measure
0.6155
Per class
Kappa
0.206
KB relative information score
1154.2761
Mean absolute error
0.3833
Mean prior absolute error
0.4856
Number of instances
5760
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6146
Per class
Predictive accuracy
0.6167
Prior entropy
0.9792
Recall
0.6167
Per class
Relative absolute error
0.7894
Root mean prior squared error
0.4927
Root mean squared error
0.6191
Root relative squared error
1.2566
SciMark benchmark
1280.6952
UserCPU time millis
90
UserCPU time millis testing
40
UserCPU time millis training
50