DEVELOPMENT... OpenML
Run
181760

Run 181760

Task 4597 (Supervised Classification) hiva_agnostic 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
0.605
Per class
F measure
0.9587
Per class
Kappa
0.2943
KB relative information score
10208.6811
Mean absolute error
0.0342
Mean prior absolute error
0.0682
Number of instances
42290
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9566
Per class
Predictive accuracy
0.9658
Prior entropy
0.221
Recall
0.9658
Per class
Relative absolute error
0.5018
Root mean prior squared error
0.1844
Root mean squared error
0.185
Root relative squared error
1.0033
SciMark benchmark
1315.3881
UserCPU time millis
94280
UserCPU time millis testing
43590
UserCPU time millis training
50690