DEVELOPMENT... OpenML
Run
87088

Run 87088

Task 3602 (Supervised Classification) visualizing_environmental 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
0.7485
Per class
Build CPU time
0.0387
Build memory
241557034.8108
F measure
0.7027
Per class
Kappa
0.4066
KB relative information score
40.2966
Mean absolute error
0.3207
Mean prior absolute error
0.499
Number of instances
111
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7056
Per class
Predictive accuracy
0.7027
Prior entropy
0.9986
Recall
0.7027
Per class
Relative absolute error
0.6427
Root mean prior squared error
0.4995
Root mean squared error
0.4899
Root relative squared error
0.9808
SciMark benchmark
904.8754