DEVELOPMENT... OpenML
Run
87513

Run 87513

Task 3726 (Supervised Classification) sleuth_ex2016 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
0.7061
Per class
Build CPU time
0.0808
Build memory
113598058.8506
F measure
0.6774
Per class
Kappa
0.3586
KB relative information score
23.3427
Mean absolute error
0.3713
Mean prior absolute error
0.4994
Number of instances
87
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6831
Per class
Predictive accuracy
0.6782
Prior entropy
0.9992
Recall
0.6782
Per class
Relative absolute error
0.7434
Root mean prior squared error
0.4997
Root mean squared error
0.5062
Root relative squared error
1.0129
SciMark benchmark
926.9748