DEVELOPMENT... OpenML
Run
143748

Run 143748

Task 3501 (Supervised Classification) white-clover 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
0.7348
Per class
F measure
0.6706
Per class
Kappa
0.3646
KB relative information score
20.1037
Mean absolute error
0.1917
Mean prior absolute error
0.2721
Number of instances
63
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6664
Per class
Predictive accuracy
0.6825
Prior entropy
1.4097
Recall
0.6825
Per class
Relative absolute error
0.7046
Root mean prior squared error
0.3647
Root mean squared error
0.3506
Root relative squared error
0.9615
SciMark benchmark
915.2795
UserCPU time millis
30
UserCPU time millis testing
20
UserCPU time millis training
10