DEVELOPMENT... OpenML
Run
107009

Run 107009

Task 3043 (Supervised Classification) sick Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_BFTree(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_BFTree(2)_I20
weka.AdaBoostM1_BFTree(2)_P100
weka.AdaBoostM1_BFTree(2)_S1
weka.AdaBoostM1_BFTree(2)_Wweka.classifiers.trees.BFTree
weka.BFTree(2)_Ctrue
weka.BFTree(2)_M2
weka.BFTree(2)_N5
weka.BFTree(2)_PPOSTPRUNED
weka.BFTree(2)_S1

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
0.9015
Per class
Build CPU time
13.556
Build memory
2261567016
F measure
0.9806
Per class
Kappa
0.8359
KB relative information score
1029.0874
Mean absolute error
0.0179
Mean prior absolute error
0.1193
Number of instances
1244
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.981
Per class
Predictive accuracy
0.9815
Prior entropy
0.3333
Recall
0.9815
Per class
Relative absolute error
0.1503
Root mean prior squared error
0.2482
Root mean squared error
0.132
Root relative squared error
0.5318
SciMark benchmark
906.4221