DEVELOPMENT... OpenML
Run
181110

Run 181110

Task 4409 (Supervised Classification) kdd_el_nino-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
0.9167
Per class
F measure
0.9211
Per class
Kappa
0.8274
KB relative information score
6403.6051
Mean absolute error
0.0792
Mean prior absolute error
0.4553
Number of instances
7820
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9216
Per class
Predictive accuracy
0.9208
Prior entropy
0.9348
Recall
0.9208
Per class
Relative absolute error
0.1738
Root mean prior squared error
0.4771
Root mean squared error
0.2813
Root relative squared error
0.5897
SciMark benchmark
1321.9426
UserCPU time millis
40
UserCPU time millis testing
10
UserCPU time millis training
30