DEVELOPMENT... OpenML
Run
159006

Run 159006

Task 1731 (Learning Curve) pendigits Uploaded 12-02-2015 by Jason
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  • study_2 study_37 weka weka_3.7.12
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Flow

weka.JRip(4)William W. Cohen: Fast Effective Rule Induction. In: Twelfth International Conference on Machine Learning, 115-123, 1995.
weka.JRip(4)_F3
weka.JRip(4)_N2.0
weka.JRip(4)_O2
weka.JRip(4)_S1

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
0.9876 ± 0.0025
Per class
F measure
0.9639 ± 0.0044
Per class
Kappa
0.9599 ± 0.0049
KB relative information score
0.9584 ± 0.0043
Mean absolute error
0.0091 ± 0.0007
Mean prior absolute error
0.18 ± 0
Number of instances
10992
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9639 ± 0.0044
Per class
Predictive accuracy
0.9639 ± 0.0044
Prior entropy
3.3208 ± 0.0002
Recall
0.9639 ± 0.0044
Per class
Relative absolute error
0.0506 ± 0.0041
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.0831 ± 0.0054
Root relative squared error
0.277 ± 0.018
SciMark benchmark
646.4525
UserCPU time millis
11970
UserCPU time millis testing
40
UserCPU time millis training
11930

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