DEVELOPMENT... OpenML
Run
111984

Run 111984

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)_I40
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
0.6111
Per class
Build CPU time
0.0158
Build memory
139265174.4
F measure
0.6494
Per class
Kappa
0.1512
KB relative information score
138.4297
Mean absolute error
0.3511
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
0.6456
Per class
Predictive accuracy
0.6538
Prior entropy
0.8796
Recall
0.6538
Per class
Relative absolute error
0.8392
Root mean prior squared error
0.457
Root mean squared error
0.5604
Root relative squared error
1.2263
SciMark benchmark
939.6298