Run
180203

Run 180203

Task 265 (Supervised Classification) dermatology Uploaded 25-02-2015 by Joaquin Vanschoren
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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
0.9795
Per class
Cross-validation details (33% Holdout set)
F measure
0.9662
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9578
Cross-validation details (33% Holdout set)
KB relative information score
113.2752
Cross-validation details (33% Holdout set)
Mean absolute error
0.0111
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.2653
Cross-validation details (33% Holdout set)
Number of instances
120
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9696
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.9667
Cross-validation details (33% Holdout set)
Prior entropy
2.4378
Cross-validation details (33% Holdout set)
Recall
0.9667
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0419
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3633
Cross-validation details (33% Holdout set)
Root mean squared error
0.1054
Cross-validation details (33% Holdout set)
Root relative squared error
0.2901
Cross-validation details (33% Holdout set)
SciMark benchmark
1442.7264
UserCPU time millis
20
Cross-validation details (33% Holdout set)
UserCPU time millis training
20
Cross-validation details (33% Holdout set)