DEVELOPMENT... OpenML
Run
180304

Run 180304

Task 1911 (Supervised Classification) credit-g 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
0.614
Per class
F measure
0.6913
Per class
Kappa
0.2444
KB relative information score
2437.5195
Mean absolute error
0.2961
Mean prior absolute error
0.4202
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6861
Per class
Predictive accuracy
0.7039
Prior entropy
0.8818
Recall
0.7039
Per class
Relative absolute error
0.7047
Root mean prior squared error
0.4583
Root mean squared error
0.5442
Root relative squared error
1.1874
SciMark benchmark
1386.5717
UserCPU time millis
350
UserCPU time millis testing
140
UserCPU time millis training
210