DEVELOPMENT... OpenML
Run
87303

Run 87303

Task 3643 (Supervised Classification) sleuth_ex1714 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
0.8611
Per class
Build CPU time
0.0216
Build memory
306380858.383
F measure
0.7626
Per class
Kappa
0.5118
KB relative information score
23.0266
Mean absolute error
0.2553
Mean prior absolute error
0.4894
Number of instances
47
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7658
Per class
Predictive accuracy
0.766
Prior entropy
0.9852
Recall
0.766
Per class
Relative absolute error
0.5217
Root mean prior squared error
0.4944
Root mean squared error
0.3898
Root relative squared error
0.7883
SciMark benchmark
895.5844

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