DEVELOPMENT... OpenML
Run
62097

Run 62097

Task 3605 (Supervised Classification) sleep Uploaded 16-11-2014 by Felicia West
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Flow

weka.MultiBoostAB_SPegasos(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.SPegasos(2)_E500
weka.SPegasos(2)_F0
weka.SPegasos(2)_L1.0E-4
weka.MultiBoostAB_SPegasos(2)_C3
weka.MultiBoostAB_SPegasos(2)_P100
weka.MultiBoostAB_SPegasos(2)_S1
weka.MultiBoostAB_SPegasos(2)_I20
weka.MultiBoostAB_SPegasos(2)_Wweka.classifiers.functions.SPegasos

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
0.756
Per class
Build CPU time
0.0624
Build memory
2313969920.2581
F measure
0.7567
Per class
Kappa
0.511
KB relative information score
24.7653
Mean absolute error
0.3086
Mean prior absolute error
0.498
Number of instances
62
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.759
Per class
Predictive accuracy
0.7581
Prior entropy
0.9972
Recall
0.7581
Per class
Relative absolute error
0.6196
Root mean prior squared error
0.499
Root mean squared error
0.4639
Root relative squared error
0.9298
SciMark benchmark
942.3742