DEVELOPMENT... OpenML
Run
87427

Run 87427

Task 3673 (Supervised Classification) fri_c0_100_10 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
0.8568
Per class
Build CPU time
0.1053
Build memory
454115236
F measure
0.7576
Per class
Kappa
0.5092
KB relative information score
53.1967
Mean absolute error
0.233
Mean prior absolute error
0.4951
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
0.7609
Per class
Predictive accuracy
0.76
Prior entropy
0.9931
Recall
0.76
Per class
Relative absolute error
0.4706
Root mean prior squared error
0.4975
Root mean squared error
0.4001
Root relative squared error
0.8043
SciMark benchmark
946.0329