DEVELOPMENT... OpenML
Run
87533

Run 87533

Task 3735 (Supervised Classification) pollen 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
0.4945
Per class
Build CPU time
1.7159
Build memory
101088626.1206
F measure
0.4958
Per class
Kappa
0.0021
KB relative information score
-16.8641
Mean absolute error
0.502
Mean prior absolute error
0.5
Number of instances
3848
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5011
Per class
Predictive accuracy
0.501
Prior entropy
1
Recall
0.501
Per class
Relative absolute error
1.004
Root mean prior squared error
0.5
Root mean squared error
0.5407
Root relative squared error
1.0814
SciMark benchmark
926.9748