DEVELOPMENT... OpenML
Run
87699

Run 87699

Task 3798 (Supervised Classification) fri_c1_250_10 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
0.7388
Per class
Build CPU time
0.1549
Build memory
734591769.6
F measure
0.6931
Per class
Kappa
0.3828
KB relative information score
79.3358
Mean absolute error
0.3404
Mean prior absolute error
0.4929
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
0.6979
Per class
Predictive accuracy
0.692
Prior entropy
0.9898
Recall
0.692
Per class
Relative absolute error
0.6907
Root mean prior squared error
0.4964
Root mean squared error
0.4829
Root relative squared error
0.9728
SciMark benchmark
939.7809