DEVELOPMENT... OpenML
Run
143688

Run 143688

Task 22 (Supervised Classification) mfeat-zernike 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
0.9581
Per class
F measure
0.747
Per class
Kappa
0.7167
KB relative information score
1523.3444
Mean absolute error
0.05
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7497
Per class
Predictive accuracy
0.745
Prior entropy
3.3219
Recall
0.745
Per class
Relative absolute error
0.2778
Root mean prior squared error
0.3
Root mean squared error
0.2038
Root relative squared error
0.6795
SciMark benchmark
915.2795
UserCPU time millis
13070
UserCPU time millis testing
11730
UserCPU time millis training
1340