DEVELOPMENT... OpenML
Run
87784

Run 87784

Task 3561 (Supervised Classification) profb Uploaded 03-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.7596
Per class
Build CPU time
1.7911
Build memory
701925846.2143
F measure
0.725
Per class
Kappa
0.3739
KB relative information score
211.2988
Mean absolute error
0.2951
Mean prior absolute error
0.4446
Number of instances
672
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7229
Per class
Predictive accuracy
0.7292
Prior entropy
0.9188
Recall
0.7292
Per class
Relative absolute error
0.6637
Root mean prior squared error
0.4714
Root mean squared error
0.4493
Root relative squared error
0.953
SciMark benchmark
921.6517