DEVELOPMENT... OpenML
Run
143724

Run 143724

Task 2075 (Supervised Classification) abalone 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
0.7409
Per class
F measure
0.2303
Per class
Kappa
0.149
KB relative information score
1002.2476
Mean absolute error
0.0557
Mean prior absolute error
0.0618
Number of instances
4177
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2219
Per class
Predictive accuracy
0.255
Prior entropy
3.6268
Recall
0.255
Per class
Relative absolute error
0.9006
Root mean prior squared error
0.1757
Root mean squared error
0.1699
Root relative squared error
0.9666
SciMark benchmark
938.4278
UserCPU time millis
280
UserCPU time millis testing
250
UserCPU time millis training
30