DEVELOPMENT... OpenML
Run
87055

Run 87055

Task 3597 (Supervised Classification) baskball 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
0.7197
Per class
Build CPU time
0.0468
Build memory
586375537.1667
F measure
0.6968
Per class
Kappa
0.3943
KB relative information score
35.7472
Mean absolute error
0.3188
Mean prior absolute error
0.4998
Number of instances
96
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6994
Per class
Predictive accuracy
0.6979
Prior entropy
0.9997
Recall
0.6979
Per class
Relative absolute error
0.6378
Root mean prior squared error
0.4999
Root mean squared error
0.5006
Root relative squared error
1.0015
SciMark benchmark
895.5844