DEVELOPMENT... OpenML
Run
87293

Run 87293

Task 3641 (Supervised Classification) fri_c2_100_25 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
0.6047
Per class
Build CPU time
0.1199
Build memory
40192732.8
F measure
0.6281
Per class
Kappa
0.2387
KB relative information score
12.5123
Mean absolute error
0.435
Mean prior absolute error
0.4904
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6273
Per class
Predictive accuracy
0.63
Prior entropy
0.9864
Recall
0.63
Per class
Relative absolute error
0.887
Root mean prior squared error
0.4951
Root mean squared error
0.5279
Root relative squared error
1.0663
SciMark benchmark
942.0094