DEVELOPMENT... OpenML
Run
182282

Run 182282

Task 4235 (Supervised Classification) re1.wc 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
0.8198
Per class
F measure
0.6617
Per class
Kappa
0.6496
KB relative information score
10047.6047
Mean absolute error
0.024
Mean prior absolute error
0.071
Number of instances
16570
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7177
Per class
Predictive accuracy
0.7002
Prior entropy
3.8125
Recall
0.7002
Per class
Relative absolute error
0.3379
Root mean prior squared error
0.1883
Root mean squared error
0.1549
Root relative squared error
0.8225
SciMark benchmark
1339.3974
UserCPU time millis
307080
UserCPU time millis testing
157940
UserCPU time millis training
149140