DEVELOPMENT... OpenML
Run
143698

Run 143698

Task 41 (Supervised Classification) soybean 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
0.9966
Per class
F measure
0.9358
Per class
Kappa
0.931
KB relative information score
642.6322
Mean absolute error
0.008
Mean prior absolute error
0.0961
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9419
Per class
Predictive accuracy
0.937
Prior entropy
3.8572
Recall
0.937
Per class
Relative absolute error
0.0833
Root mean prior squared error
0.2191
Root mean squared error
0.0724
Root relative squared error
0.3304
SciMark benchmark
945.6434
UserCPU time millis
2360
UserCPU time millis testing
2200
UserCPU time millis training
160