DEVELOPMENT... OpenML
Run
110772

Run 110772

Task 240 (Supervised Classification) lymph Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_J48(2)_I160
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
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
0.906
Per class
Build CPU time
0.238
Build memory
422069000
F measure
0.8647
Per class
Kappa
0.769
KB relative information score
36.9355
Mean absolute error
0.0625
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
0.8607
Per class
Predictive accuracy
0.875
Prior entropy
1.2818
Recall
0.875
Per class
Relative absolute error
0.2295
Root mean prior squared error
0.3701
Root mean squared error
0.25
Root relative squared error
0.6754
SciMark benchmark
908.2898