DEVELOPMENT... OpenML
Run
87341

Run 87341

Task 3650 (Supervised Classification) wind_correlations 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
0.9397
Per class
Build CPU time
0.0971
Build memory
206677165.8667
F measure
0.911
Per class
Kappa
0.8225
KB relative information score
34.9633
Mean absolute error
0.1156
Mean prior absolute error
0.4998
Number of instances
45
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9146
Per class
Predictive accuracy
0.9111
Prior entropy
0.9997
Recall
0.9111
Per class
Relative absolute error
0.2312
Root mean prior squared error
0.4999
Root mean squared error
0.2781
Root relative squared error
0.5563
SciMark benchmark
904.8754