DEVELOPMENT... OpenML
Run
143861

Run 143861

Task 3672 (Supervised Classification) kin8nm 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
0.8266
Per class
F measure
0.747
Per class
Kappa
0.4945
KB relative information score
2704.4451
Mean absolute error
0.3509
Mean prior absolute error
0.4998
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7482
Per class
Predictive accuracy
0.7471
Prior entropy
0.9998
Recall
0.7471
Per class
Relative absolute error
0.7021
Root mean prior squared error
0.4999
Root mean squared error
0.4124
Root relative squared error
0.8249
SciMark benchmark
923.9763
UserCPU time millis
90
UserCPU time millis testing
50
UserCPU time millis training
40