DEVELOPMENT... OpenML
Run
109284

Run 109284

Task 3044 (Supervised Classification) hypothyroid Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_IBk(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_IBk(2)_I40
weka.AdaBoostM1_IBk(2)_P100
weka.AdaBoostM1_IBk(2)_S1
weka.AdaBoostM1_IBk(2)_Wweka.classifiers.lazy.IBk
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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
0.6715
Per class
Build CPU time
2.247
Build memory
228028504
F measure
0.9071
Per class
Kappa
0.3506
KB relative information score
237.8187
Mean absolute error
0.0455
Mean prior absolute error
0.0736
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
0.9047
Per class
Predictive accuracy
0.91
Prior entropy
0.4715
Recall
0.91
Per class
Relative absolute error
0.619
Root mean prior squared error
0.1923
Root mean squared error
0.212
Root relative squared error
1.1026
SciMark benchmark
939.7233