DEVELOPMENT... OpenML
Run
110823

Run 110823

Task 1777 (Supervised Classification) breast-cancer 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
0.61
Per class
Build CPU time
0.0396
Build memory
712542239.2
F measure
0.6516
Per class
Kappa
0.1582
KB relative information score
144.0507
Mean absolute error
0.3497
Mean prior absolute error
0.4183
Number of instances
1430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6485
Per class
Predictive accuracy
0.6552
Prior entropy
0.8796
Recall
0.6552
Per class
Relative absolute error
0.8359
Root mean prior squared error
0.457
Root mean squared error
0.5598
Root relative squared error
1.2248
SciMark benchmark
908.2898