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Run 285824

Task 1711 (Learning Curve) mfeat-factors Uploaded 11-03-2015 by Joaquin Vanschoren
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  • study_2 study_37 weka weka_3.7.12
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Flow

weka.DTNB(3)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(3)_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.

22 Evaluation measures

Area under ROC curve
0.996 ± 0.0025
Per class
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
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-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
1323.4784
UserCPU time millis
25120600
UserCPU time millis testing
530
UserCPU time millis training
25120070