DEVELOPMENT... OpenML
Run
87496

Run 87496

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey 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
0.5315
Per class
Build CPU time
0.0835
Build memory
1076171597.2327
F measure
0.6898
Per class
Kappa
0.0121
KB relative information score
23.7414
Mean absolute error
0.2566
Mean prior absolute error
0.3453
Number of instances
159
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6645
Per class
Predictive accuracy
0.7547
Prior entropy
0.7667
Recall
0.7547
Per class
Relative absolute error
0.7432
Root mean prior squared error
0.4143
Root mean squared error
0.459
Root relative squared error
1.1078
SciMark benchmark
933.5169

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