DEVELOPMENT... OpenML
Run
87819

Run 87819

Task 1777 (Supervised Classification) breast-cancer Uploaded 03-12-2014 by Felicia West
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Flow

weka.Bagging_SPegasos(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_SPegasos(2)_I10
weka.Bagging_SPegasos(2)_P100
weka.Bagging_SPegasos(2)_S1
weka.Bagging_SPegasos(2)_Wweka.classifiers.functions.SPegasos
weka.Bagging_SPegasos(2)_num-slots1
weka.SPegasos(2)_E500
weka.SPegasos(2)_F0
weka.SPegasos(2)_L1.0E-4

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
0.6023
Per class
Build CPU time
0.3098
Build memory
844972259.2
F measure
0.645
Per class
Kappa
0.1245
KB relative information score
45.4293
Mean absolute error
0.3804
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
0.6363
Per class
Predictive accuracy
0.6608
Prior entropy
0.8796
Recall
0.6608
Per class
Relative absolute error
0.9092
Root mean prior squared error
0.457
Root mean squared error
0.4961
Root relative squared error
1.0856
SciMark benchmark
941.7913