DEVELOPMENT... OpenML
Run
180143

Run 180143

Task 35 (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
0.9722
Per class
F measure
0.9534
Per class
Kappa
0.9418
KB relative information score
343.9155
Mean absolute error
0.0155
Mean prior absolute error
0.2664
Number of instances
366
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9541
Per class
Predictive accuracy
0.9536
Prior entropy
2.4378
Recall
0.9536
Per class
Relative absolute error
0.0581
Root mean prior squared error
0.3649
Root mean squared error
0.1244
Root relative squared error
0.341
SciMark benchmark
1325.2092
UserCPU time millis
30
UserCPU time millis testing
10
UserCPU time millis training
20