DEVELOPMENT... OpenML
Run
180183

Run 180183

Task 242 (Supervised Classification) mfeat-factors 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
0.9572
Per class
F measure
0.923
Per class
Kappa
0.9141
KB relative information score
606.6664
Mean absolute error
0.0155
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9272
Per class
Predictive accuracy
0.9227
Prior entropy
3.3219
Recall
0.9227
Per class
Relative absolute error
0.0859
Root mean prior squared error
0.3
Root mean squared error
0.1243
Root relative squared error
0.4144
SciMark benchmark
1280.6952
UserCPU time millis
4390
UserCPU time millis testing
1860
UserCPU time millis training
2530