DEVELOPMENT... OpenML
Run
87851

Run 87851

Task 3596 (Supervised Classification) fri_c1_250_5 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
0.7428
Per class
Build CPU time
0.0144
Build memory
561367453.6
F measure
0.6474
Per class
Kappa
0.2927
KB relative information score
80.631
Mean absolute error
0.3362
Mean prior absolute error
0.4989
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6475
Per class
Predictive accuracy
0.648
Prior entropy
0.9984
Recall
0.648
Per class
Relative absolute error
0.6739
Root mean prior squared error
0.4994
Root mean squared error
0.5046
Root relative squared error
1.0104
SciMark benchmark
939.7809