DEVELOPMENT... OpenML
Run
64877

Run 64877

Task 1711 (Learning Curve) mfeat-factors Uploaded 18-11-2014 by Jason
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
Issue #Downvotes for this reason By


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
0.996 ± 0.0025
Per class
Build CPU time
1496.9811
Build memory
1843426834.8364
F measure
0.9425 ± 0.0206
Per class
Kappa
0.9361 ± 0.023
KB relative information score
0.9436 ± 0.0171
Mean absolute error
0.0127 ± 0.0036
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9432 ± 0.0199
Per class
Predictive accuracy
0.9425 ± 0.0207
Prior entropy
3.3219
Recall
0.9425 ± 0.0207
Per class
Relative absolute error
0.0708 ± 0.0203
Root mean prior squared error
0.3
Root mean squared error
0.0969 ± 0.0157
Root relative squared error
0.3231 ± 0.0522
SciMark benchmark
1605.1864