DEVELOPMENT... OpenML
Run
187952

Run 187952

Task 4407 (Supervised Classification) fri_c1_1000_50 Uploaded 25-02-2015 by Jason
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Flow

weka.A2DE(3)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(3)_F1
weka.A2DE(3)_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
0.9282
Per class
F measure
0.8527
Per class
Kappa
0.7022
KB relative information score
5936.5631
Mean absolute error
0.2129
Mean prior absolute error
0.4956
Number of instances
10000
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.8535
Per class
Predictive accuracy
0.8532
Prior entropy
0.9936
Recall
0.8532
Per class
Relative absolute error
0.4297
Root mean prior squared error
0.4978
Root mean squared error
0.3248
Root relative squared error
0.6526
SciMark benchmark
1028.5889
UserCPU time millis
1240
UserCPU time millis testing
1030
UserCPU time millis training
210