DEVELOPMENT... OpenML
Run
143800

Run 143800

Task 3607 (Supervised Classification) rmftsa_sleepdata 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
0.7638
Per class
F measure
0.7295
Per class
Kappa
0.4624
KB relative information score
294.2481
Mean absolute error
0.3712
Mean prior absolute error
0.5
Number of instances
1024
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7374
Per class
Predictive accuracy
0.7314
Prior entropy
1
Recall
0.7314
Per class
Relative absolute error
0.7424
Root mean prior squared error
0.5
Root mean squared error
0.4356
Root relative squared error
0.8713
SciMark benchmark
915.2795

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