DEVELOPMENT... OpenML
Run
104754

Run 104754

Task 3059 (Supervised Classification) pasture Uploaded 08-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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.

21 Evaluation measures

Area under ROC curve
0.874
Per class
Build CPU time
0.002
Build memory
1337146024
F measure
0.8292
Per class
Kappa
0.6986
KB relative information score
7.3976
Mean absolute error
0.1677
Mean prior absolute error
0.4444
Number of instances
11
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8636
Per class
Predictive accuracy
0.8182
Prior entropy
1.585
Recall
0.8182
Per class
Relative absolute error
0.3773
Root mean prior squared error
0.4714
Root mean squared error
0.331
Root relative squared error
0.7022
SciMark benchmark
942.9279