DEVELOPMENT... OpenML
Run
62196

Run 62196

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.9358
Per class
Build CPU time
0.6362
Build memory
2241623883.6884
F measure
0.9403
Per class
Kappa
0.7497
KB relative information score
323.2533
Mean absolute error
0.0624
Mean prior absolute error
0.2343
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9423
Per class
Predictive accuracy
0.9389
Prior entropy
0.5744
Recall
0.9389
Per class
Relative absolute error
0.2664
Root mean prior squared error
0.3414
Root mean squared error
0.2268
Root relative squared error
0.6641
SciMark benchmark
942.9616