DEVELOPMENT... OpenML
Run
181354

Run 181354

Task 4547 (Supervised Classification) waveform-5000 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
0.7211
Per class
F measure
0.7684
Per class
Kappa
0.471
KB relative information score
23992.5928
Mean absolute error
0.2224
Mean prior absolute error
0.4478
Number of instances
50000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.772
Per class
Predictive accuracy
0.7776
Prior entropy
0.9233
Recall
0.7776
Per class
Relative absolute error
0.4967
Root mean prior squared error
0.4732
Root mean squared error
0.4716
Root relative squared error
0.9967
SciMark benchmark
1354.2491
UserCPU time millis
73210
UserCPU time millis testing
37730
UserCPU time millis training
35480