DEVELOPMENT... OpenML
Run
64810

Run 64810

Task 3771 (Supervised Classification) chscase_census3 Uploaded 18-11-2014 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)_I160
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
0.4518
Per class
Build CPU time
0.2354
Build memory
1568802816
F measure
0.4629
Per class
Kappa
-0.0756
KB relative information score
-6.7645
Mean absolute error
0.5056
Mean prior absolute error
0.4992
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4628
Per class
Predictive accuracy
0.465
Prior entropy
0.9989
Recall
0.465
Per class
Relative absolute error
1.0128
Root mean prior squared error
0.4996
Root mean squared error
0.5099
Root relative squared error
1.0205
SciMark benchmark
939.0518