DEVELOPMENT... OpenML
Run
26475

Run 26475

Task 240 (Supervised Classification) lymph 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
0.8661
Per class
Build CPU time
0.001
Build memory
1819854568
F measure
0.7546
Per class
Kappa
0.564
KB relative information score
27.5213
Mean absolute error
0.1273
Mean prior absolute error
0.2723
Number of instances
48
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7535
Per class
Predictive accuracy
0.7708
Prior entropy
1.2818
Recall
0.7708
Per class
Relative absolute error
0.4677
Root mean prior squared error
0.3701
Root mean squared error
0.2958
Root relative squared error
0.7991
SciMark benchmark
918.4768