DEVELOPMENT... OpenML
Run
180547

Run 180547

Task 3606 (Supervised Classification) fri_c3_1000_10 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
0.7534
Per class
F measure
0.7364
Per class
Kappa
0.488
KB relative information score
464.9489
Mean absolute error
0.262
Mean prior absolute error
0.4928
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.773
Per class
Predictive accuracy
0.738
Prior entropy
0.9896
Recall
0.738
Per class
Relative absolute error
0.5316
Root mean prior squared error
0.4964
Root mean squared error
0.5119
Root relative squared error
1.0312
SciMark benchmark
1320.2556
UserCPU time millis
180
UserCPU time millis testing
60
UserCPU time millis training
120