DEVELOPMENT... OpenML
Run
180200

Run 180200

Task 250 (Supervised Classification) mfeat-pixel 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
0.9015
Per class
F measure
0.8279
Per class
Kappa
0.8017
KB relative information score
536.6006
Mean absolute error
0.0358
Mean prior absolute error
0.18
Number of instances
660
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8724
Per class
Predictive accuracy
0.8212
Prior entropy
3.3219
Recall
0.8212
Per class
Relative absolute error
0.1987
Root mean prior squared error
0.3
Root mean squared error
0.1891
Root relative squared error
0.6303
SciMark benchmark
1280.6952
UserCPU time millis
18510
UserCPU time millis testing
10860
UserCPU time millis training
7650