Run
385659

Run 385659

Task 265 (Supervised Classification) dermatology Uploaded 04-04-2015 by Joaquin Vanschoren
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Flow

weka.A2DE(3)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DE(3)_F1
weka.A2DE(3)_M1.0

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
1
Per class
Cross-validation details (33% Holdout set)
F measure
0.9753
Per class
Cross-validation details (33% Holdout set)
Kappa
0.9684
Cross-validation details (33% Holdout set)
KB relative information score
115.5992
Cross-validation details (33% Holdout set)
Mean absolute error
0.0094
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9797
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.975
Cross-validation details (33% Holdout set)
Prior entropy
2.4378
Cross-validation details (33% Holdout set)
Recall
0.975
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.0352
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3633
Cross-validation details (33% Holdout set)
Root mean squared error
0.0622
Cross-validation details (33% Holdout set)
Root relative squared error
0.1712
Cross-validation details (33% Holdout set)
SciMark benchmark
926.8585
UserCPU time millis
580
Cross-validation details (33% Holdout set)
UserCPU time millis testing
460
Cross-validation details (33% Holdout set)
UserCPU time millis training
120
Cross-validation details (33% Holdout set)