DEVELOPMENT... OpenML
Run
63193

Run 63193

Task 3813 (Supervised Classification) arsenic-female-lung 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)_I40
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
0.8907
Per class
Build CPU time
3.6319
Build memory
397151065.6315
F measure
0.9832
Per class
Kappa
0.7346
KB relative information score
293.7785
Mean absolute error
0.0164
Mean prior absolute error
0.0672
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.983
Per class
Predictive accuracy
0.9839
Prior entropy
0.222
Recall
0.9839
Per class
Relative absolute error
0.2439
Root mean prior squared error
0.1812
Root mean squared error
0.1157
Root relative squared error
0.6385
SciMark benchmark
941.326