DEVELOPMENT... OpenML
Run
87449

Run 87449

Task 3672 (Supervised Classification) kin8nm 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
0.7503
Per class
Build CPU time
4.3691
Build memory
526115439.6689
F measure
0.7346
Per class
Kappa
0.4694
KB relative information score
3828.337
Mean absolute error
0.2664
Mean prior absolute error
0.4998
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.735
Per class
Predictive accuracy
0.7346
Prior entropy
0.9998
Recall
0.7346
Per class
Relative absolute error
0.533
Root mean prior squared error
0.4999
Root mean squared error
0.5039
Root relative squared error
1.0079
SciMark benchmark
946.5567