DEVELOPMENT... OpenML
Run
87064

Run 87064

Task 1806 (Supervised Classification) haberman 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
0.626
Per class
Build CPU time
0.1898
Build memory
429169454.4
F measure
0.6875
Per class
Kappa
0.1471
KB relative information score
342.0241
Mean absolute error
0.2782
Mean prior absolute error
0.39
Number of instances
1530
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6942
Per class
Predictive accuracy
0.7373
Prior entropy
0.836
Recall
0.7373
Per class
Relative absolute error
0.7134
Root mean prior squared error
0.4412
Root mean squared error
0.469
Root relative squared error
1.0631
SciMark benchmark
939.7809