DEVELOPMENT... OpenML
Run
180386

Run 180386

Task 2074 (Supervised Classification) satimage 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
0.9262
Per class
F measure
0.8768
Per class
Kappa
0.8499
KB relative information score
5491.6033
Mean absolute error
0.0405
Mean prior absolute error
0.2701
Number of instances
6430
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8757
Per class
Predictive accuracy
0.8785
Prior entropy
2.4836
Recall
0.8785
Per class
Relative absolute error
0.1499
Root mean prior squared error
0.3675
Root mean squared error
0.2012
Root relative squared error
0.5475
SciMark benchmark
1355.7054
UserCPU time millis
44390
UserCPU time millis testing
31460
UserCPU time millis training
12930