DEVELOPMENT... OpenML
Run
181331

Run 181331

Task 4601 (Supervised Classification) ada_agnostic 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
0.7224
Per class
F measure
0.785
Per class
Kappa
0.4324
KB relative information score
15837.8378
Mean absolute error
0.2179
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
0.7887
Per class
Predictive accuracy
0.7821
Prior entropy
0.8085
Recall
0.7821
Per class
Relative absolute error
0.5838
Root mean prior squared error
0.4319
Root mean squared error
0.4668
Root relative squared error
1.0806
SciMark benchmark
1337.7959
UserCPU time millis
11700
UserCPU time millis testing
5320
UserCPU time millis training
6380