DEVELOPMENT... OpenML
Run
143697

Run 143697

Task 42 (Supervised Classification) haberman Uploaded 31-01-2015 by Felicia West
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Flow

weka.A2DE(2)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(2)_F1
weka.A2DE(2)_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
0.6263
Per class
F measure
0.7139
Per class
Kappa
0.2213
KB relative information score
11.8731
Mean absolute error
0.3546
Mean prior absolute error
0.39
Number of instances
306
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.717
Per class
Predictive accuracy
0.7484
Prior entropy
0.836
Recall
0.7484
Per class
Relative absolute error
0.9093
Root mean prior squared error
0.4412
Root mean squared error
0.441
Root relative squared error
0.9996
SciMark benchmark
915.2795