DEVELOPMENT... OpenML
Run
180868

Run 180868

Task 3536 (Supervised Classification) oh10.wc 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
0.8345
Per class
F measure
0.6878
Per class
Kappa
0.6723
KB relative information score
710.978
Mean absolute error
0.0573
Mean prior absolute error
0.1768
Number of instances
1050
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7151
Per class
Predictive accuracy
0.7133
Prior entropy
3.2054
Recall
0.7133
Per class
Relative absolute error
0.3243
Root mean prior squared error
0.2973
Root mean squared error
0.2394
Root relative squared error
0.8055
SciMark benchmark
1313.5726
UserCPU time millis
177740
UserCPU time millis testing
93750
UserCPU time millis training
83990