DEVELOPMENT... OpenML
Run
104837

Run 104837

Task 3634 (Supervised Classification) fri_c3_100_25 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
0.4495
Per class
Build CPU time
0.0043
Build memory
2070696388
F measure
0.3903
Per class
KB relative information score
-0.1622
Mean absolute error
0.4956
Mean prior absolute error
0.4951
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3025
Per class
Predictive accuracy
0.55
Prior entropy
0.9931
Recall
0.55
Per class
Relative absolute error
1.001
Root mean prior squared error
0.4975
Root mean squared error
0.4981
Root relative squared error
1.0012
SciMark benchmark
945.8601