DEVELOPMENT... OpenML
Run
181277

Run 181277

Task 4578 (Supervised Classification) dermatology 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
0.9891
Per class
F measure
0.988
Per class
Kappa
0.9719
KB relative information score
3544.5023
Mean absolute error
0.012
Mean prior absolute error
0.4251
Number of instances
3660
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9882
Per class
Predictive accuracy
0.988
Prior entropy
0.8898
Recall
0.988
Per class
Relative absolute error
0.0283
Root mean prior squared error
0.4608
Root mean squared error
0.1096
Root relative squared error
0.2379
SciMark benchmark
1315.3881
UserCPU time millis
10
UserCPU time millis training
10