DEVELOPMENT... OpenML
Run
180787

Run 180787

Task 3841 (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
0.9225
Per class
F measure
0.9839
Per class
Kappa
0.9075
KB relative information score
1765.9562
Mean absolute error
0.0155
Mean prior absolute error
0.1803
Number of instances
2000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9848
Per class
Predictive accuracy
0.9845
Prior entropy
0.4703
Recall
0.9845
Per class
Relative absolute error
0.086
Root mean prior squared error
0.3
Root mean squared error
0.1245
Root relative squared error
0.415
SciMark benchmark
1359.379
UserCPU time millis
2160
UserCPU time millis testing
940
UserCPU time millis training
1220