DEVELOPMENT... OpenML
Run
26535

Run 26535

Task 262 (Supervised Classification) pendigits Uploaded 08-10-2014 by Felicia West
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Flow

weka.J48(3)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.981
Per class
Build CPU time
0.343
Build memory
1534074952
F measure
0.9559
Per class
Kappa
0.951
KB relative information score
3454.8487
Mean absolute error
0.01
Mean prior absolute error
0.18
Number of instances
3627
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9561
Per class
Predictive accuracy
0.9559
Prior entropy
3.3208
Recall
0.9559
Per class
Relative absolute error
0.0555
Root mean prior squared error
0.3
Root mean squared error
0.0912
Root relative squared error
0.304
SciMark benchmark
942.9733