DEVELOPMENT... OpenML
Run
87584

Run 87584

Task 3754 (Supervised Classification) sleuth_case1202 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
0.8857
Per class
Build CPU time
0.0834
Build memory
753586333.6774
F measure
0.8176
Per class
Kappa
0.6167
KB relative information score
49.8093
Mean absolute error
0.2226
Mean prior absolute error
0.475
Number of instances
93
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8183
Per class
Predictive accuracy
0.8172
Prior entropy
0.9645
Recall
0.8172
Per class
Relative absolute error
0.4685
Root mean prior squared error
0.4871
Root mean squared error
0.3749
Root relative squared error
0.7696
SciMark benchmark
941.7913