DEVELOPMENT... OpenML
Run
87702

Run 87702

Task 3799 (Supervised Classification) fri_c3_500_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
0.6876
Per class
Build CPU time
0.3095
Build memory
104006425.6
F measure
0.6468
Per class
Kappa
0.287
KB relative information score
123.6289
Mean absolute error
0.3738
Mean prior absolute error
0.4961
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6467
Per class
Predictive accuracy
0.648
Prior entropy
0.9945
Recall
0.648
Per class
Relative absolute error
0.7534
Root mean prior squared error
0.4981
Root mean squared error
0.5271
Root relative squared error
1.0583
SciMark benchmark
916.929