DEVELOPMENT... OpenML
Run
95607

Run 95607

Task 3813 (Supervised Classification) arsenic-female-lung Uploaded 08-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_DecisionStump(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_DecisionStump(2)_I10
weka.AdaBoostM1_DecisionStump(2)_P100
weka.AdaBoostM1_DecisionStump(2)_S1
weka.AdaBoostM1_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.9116
Per class
Build CPU time
0.0116
Build memory
461195479.2844
F measure
0.9866
Per class
Kappa
0.7816
KB relative information score
322.5197
Mean absolute error
0.0171
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
0.9869
Per class
Predictive accuracy
0.9875
Prior entropy
0.222
Recall
0.9875
Per class
Relative absolute error
0.2551
Root mean prior squared error
0.1812
Root mean squared error
0.107
Root relative squared error
0.5906
SciMark benchmark
945.4151