DEVELOPMENT... OpenML
Run
87658

Run 87658

Task 3781 (Supervised Classification) fri_c4_250_50 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
0.55
Per class
Build CPU time
0.569
Build memory
394739822.4
F measure
0.5407
Per class
Kappa
0.0806
KB relative information score
13.0249
Mean absolute error
0.4704
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5435
Per class
Predictive accuracy
0.54
Prior entropy
0.9955
Recall
0.54
Per class
Relative absolute error
0.9468
Root mean prior squared error
0.4984
Root mean squared error
0.5594
Root relative squared error
1.1225
SciMark benchmark
921.6517