DEVELOPMENT... OpenML
Run
87855

Run 87855

Task 13 (Supervised Classification) breast-cancer Uploaded 03-12-2014 by Felicia West
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Flow

weka.Bagging_VotedPerceptron(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_VotedPerceptron(2)_I10
weka.Bagging_VotedPerceptron(2)_P100
weka.Bagging_VotedPerceptron(2)_S1
weka.Bagging_VotedPerceptron(2)_Wweka.classifiers.functions.VotedPerceptron
weka.Bagging_VotedPerceptron(2)_num-slots1
weka.VotedPerceptron(2)_E1.0
weka.VotedPerceptron(2)_I1
weka.VotedPerceptron(2)_M10000
weka.VotedPerceptron(2)_S1

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
0.6839
Per class
Build CPU time
0.0445
Build memory
330955654.014
F measure
0.6775
Per class
Kappa
0.1933
KB relative information score
77.4909
Mean absolute error
0.2863
Mean prior absolute error
0.4183
Number of instances
286
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6857
Per class
Predictive accuracy
0.7168
Prior entropy
0.8796
Recall
0.7168
Per class
Relative absolute error
0.6844
Root mean prior squared error
0.457
Root mean squared error
0.465
Root relative squared error
1.0174
SciMark benchmark
894.2099