DEVELOPMENT... OpenML
Run
180844

Run 180844

Task 3865 (Supervised Classification) ipums_la_98-small 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
0.5956
Per class
F measure
0.8459
Per class
Kappa
0.1891
KB relative information score
-622.5172
Mean absolute error
0.155
Mean prior absolute error
0.1891
Number of instances
7485
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8467
Per class
Predictive accuracy
0.845
Prior entropy
0.4871
Recall
0.845
Per class
Relative absolute error
0.8195
Root mean prior squared error
0.3074
Root mean squared error
0.3937
Root relative squared error
1.2805
SciMark benchmark
1291.6995
UserCPU time millis
62010
UserCPU time millis testing
33000
UserCPU time millis training
29010