DEVELOPMENT... OpenML
Run
143922

Run 143922

Task 3735 (Supervised Classification) pollen 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
0.4988
Per class
F measure
0.4939
Per class
Kappa
-0.0021
KB relative information score
-0.0033
Mean absolute error
0.5
Mean prior absolute error
0.5
Number of instances
3848
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4989
Per class
Predictive accuracy
0.499
Prior entropy
1
Recall
0.499
Per class
Relative absolute error
1
Root mean prior squared error
0.5
Root mean squared error
0.5
Root relative squared error
1
SciMark benchmark
904.3001
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10