DEVELOPMENT... OpenML
Run
143882

Run 143882

Task 3695 (Supervised Classification) fri_c2_250_10 Uploaded 31-01-2015 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.

22 Evaluation measures

Area under ROC curve
0.9325
Per class
F measure
0.8877
Per class
Kappa
0.757
KB relative information score
174.7377
Mean absolute error
0.1424
Mean prior absolute error
0.4633
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8876
Per class
Predictive accuracy
0.888
Prior entropy
0.9468
Recall
0.888
Per class
Relative absolute error
0.3074
Root mean prior squared error
0.4812
Root mean squared error
0.2905
Root relative squared error
0.6037
SciMark benchmark
915.2795