DEVELOPMENT... OpenML
Run
143709

Run 143709

Task 57 (Supervised Classification) ionosphere 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
0.9616
Per class
F measure
0.9308
Per class
Kappa
0.8482
KB relative information score
291.9635
Mean absolute error
0.0753
Mean prior absolute error
0.4604
Number of instances
351
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9324
Per class
Predictive accuracy
0.9316
Prior entropy
0.9425
Recall
0.9316
Per class
Relative absolute error
0.1636
Root mean prior squared error
0.4797
Root mean squared error
0.2552
Root relative squared error
0.532
SciMark benchmark
945.6434
UserCPU time millis
280
UserCPU time millis testing
200
UserCPU time millis training
80

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