DEVELOPMENT... OpenML
Run
175928

Run 175928

Task 262 (Supervised Classification) pendigits Uploaded 21-02-2015 by Jason
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Flow

weka.PART(3)Eibe Frank, Ian H. Witten: Generating Accurate Rule Sets Without Global Optimization. In: Fifteenth International Conference on Machine Learning, 144-151, 1998.
weka.PART(3)_C0.25
weka.PART(3)_M2
weka.PART(3)_Q1

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
0.9846
Per class
F measure
0.9614
Per class
Kappa
0.9571
KB relative information score
3474.255
Mean absolute error
0.0086
Mean prior absolute error
0.18
Number of instances
3627
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9618
Per class
Predictive accuracy
0.9614
Prior entropy
3.3208
Recall
0.9614
Per class
Relative absolute error
0.0477
Root mean prior squared error
0.3
Root mean squared error
0.0857
Root relative squared error
0.2856
SciMark benchmark
1466.6185
UserCPU time millis
1180
UserCPU time millis testing
30
UserCPU time millis training
1150