DEVELOPMENT... OpenML
Run
181360

Run 181360

Task 4222 (Supervised Classification) ipums_la_97-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
0.6349
Per class
F measure
0.3843
Per class
Kappa
0.265
KB relative information score
21248.0824
Mean absolute error
0.1506
Mean prior absolute error
0.2082
Number of instances
70190
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.3772
Per class
Predictive accuracy
0.3977
Prior entropy
2.7591
Recall
0.3977
Per class
Relative absolute error
0.7234
Root mean prior squared error
0.3226
Root mean squared error
0.388
Root relative squared error
1.2028
SciMark benchmark
1291.6995
UserCPU time millis
79450
UserCPU time millis testing
37290
UserCPU time millis training
42160