DEVELOPMENT... OpenML
Run
181295

Run 181295

Task 4595 (Supervised Classification) ada_prior 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
0.7127
Per class
F measure
0.7766
Per class
Kappa
0.4117
KB relative information score
14609.6856
Mean absolute error
0.2269
Mean prior absolute error
0.3732
Number of instances
45620
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7811
Per class
Predictive accuracy
0.7731
Prior entropy
0.8085
Recall
0.7731
Per class
Relative absolute error
0.6079
Root mean prior squared error
0.4319
Root mean squared error
0.4763
Root relative squared error
1.1027
SciMark benchmark
1341.5768
UserCPU time millis
4960
UserCPU time millis testing
2070
UserCPU time millis training
2890