DEVELOPMENT... OpenML
Run
180309

Run 180309

Task 1915 (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
0.9685
Per class
F measure
0.9465
Per class
Kappa
0.9333
KB relative information score
3408.5428
Mean absolute error
0.0178
Mean prior absolute error
0.2664
Number of instances
3660
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.947
Per class
Predictive accuracy
0.9467
Prior entropy
2.4378
Recall
0.9467
Per class
Relative absolute error
0.0667
Root mean prior squared error
0.3649
Root mean squared error
0.1333
Root relative squared error
0.3652
SciMark benchmark
825.5282
UserCPU time millis
20
UserCPU time millis training
20