DEVELOPMENT... OpenML
Run
180429

Run 180429

Task 3057 (Supervised Classification) SPECTF 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
0.8666
Per class
F measure
0.9102
Per class
Kappa
0.7753
KB relative information score
90.0333
Mean absolute error
0.087
Mean prior absolute error
0.4035
Number of instances
115
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9139
Per class
Predictive accuracy
0.913
Prior entropy
0.8464
Recall
0.913
Per class
Relative absolute error
0.2155
Root mean prior squared error
0.4525
Root mean squared error
0.2949
Root relative squared error
0.6516
SciMark benchmark
1327.8711
UserCPU time millis
100
UserCPU time millis testing
40
UserCPU time millis training
60