DEVELOPMENT... OpenML
Run
143679

Run 143679

Task 18 (Supervised Classification) mfeat-morphological 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
0.6928
Per class
Kappa
0.6611
KB relative information score
1497.8221
Mean absolute error
0.0666
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
0.6969
Per class
Predictive accuracy
0.695
Prior entropy
3.3219
Recall
0.695
Per class
Relative absolute error
0.37
Root mean prior squared error
0.3
Root mean squared error
0.1932
Root relative squared error
0.6441
SciMark benchmark
915.2795
UserCPU time millis
40
UserCPU time millis testing
20
UserCPU time millis training
20