DEVELOPMENT... OpenML
Run
87649

Run 87649

Task 3779 (Supervised Classification) fri_c3_100_5 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
0.7299
Per class
Build CPU time
0.0417
Build memory
206796956
F measure
0.7114
Per class
Kappa
0.4147
KB relative information score
30.7824
Mean absolute error
0.35
Mean prior absolute error
0.4929
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7253
Per class
Predictive accuracy
0.72
Prior entropy
0.99
Recall
0.72
Per class
Relative absolute error
0.71
Root mean prior squared error
0.4964
Root mean squared error
0.4587
Root relative squared error
0.9241
SciMark benchmark
939.7809