DEVELOPMENT... OpenML
Run
26366

Run 26366

Task 32 (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
0.9848
Per class
Build CPU time
0.4009
Build memory
168572431.5655
F measure
0.9658
Per class
Kappa
0.962
KB relative information score
10585.2524
Mean absolute error
0.0078
Mean prior absolute error
0.18
Number of instances
10992
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9658
Per class
Predictive accuracy
0.9658
Prior entropy
3.3208
Recall
0.9658
Per class
Relative absolute error
0.0435
Root mean prior squared error
0.3
Root mean squared error
0.0804
Root relative squared error
0.268
SciMark benchmark
942.5269