DEVELOPMENT... OpenML
Run
52804

Run 52804

Task 1717 (Learning Curve) mfeat-morphological Uploaded 07-11-2014 by Felicia West
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Flow

weka.DTNB(2)Mark Hall, Eibe Frank: Combining Naive Bayes and Decision Tables. In: Proceedings of the 21st Florida Artificial Intelligence Society Conference (FLAIRS), 318-319, 2008.
weka.DTNB(2)_X1

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
0.949 ± 0.0044
Per class
Build CPU time
0.1349
Build memory
206851033.3818
F measure
0.6771 ± 0.0265
Per class
Kappa
0.645 ± 0.0275
KB relative information score
0.7118 ± 0.0142
Mean absolute error
0.0756 ± 0.0049
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
0.6793 ± 0.0267
Per class
Predictive accuracy
0.6805 ± 0.0248
Prior entropy
3.3219
Recall
0.6805 ± 0.0248
Per class
Relative absolute error
0.4201 ± 0.0272
Root mean prior squared error
0.3
Root mean squared error
0.2017 ± 0.0077
Root relative squared error
0.6722 ± 0.0258
SciMark benchmark
945.0272