DEVELOPMENT... OpenML
Run
180809

Run 180809

Task 3877 (Supervised Classification) analcatdata_dmft 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
0.4943
Per class
F measure
0.6999
Per class
Kappa
-0.013
KB relative information score
-36.89
Mean absolute error
0.2785
Mean prior absolute error
0.3138
Number of instances
797
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6824
Per class
Predictive accuracy
0.7215
Prior entropy
0.7123
Recall
0.7215
Per class
Relative absolute error
0.8877
Root mean prior squared error
0.3958
Root mean squared error
0.5278
Root relative squared error
1.3334
SciMark benchmark
825.5282
UserCPU time millis
40
UserCPU time millis testing
20
UserCPU time millis training
20