DEVELOPMENT... OpenML
Run
108481

Run 108481

Task 1791 (Supervised Classification) colic Uploaded 09-12-2014 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)_I160
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
0.8363
Per class
Build CPU time
0.0787
Build memory
1098645941.6
F measure
0.7938
Per class
Kappa
0.5559
KB relative information score
939.9429
Mean absolute error
0.2257
Mean prior absolute error
0.4662
Number of instances
1840
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7933
Per class
Predictive accuracy
0.7946
Prior entropy
0.9509
Recall
0.7946
Per class
Relative absolute error
0.4841
Root mean prior squared error
0.4827
Root mean squared error
0.4094
Root relative squared error
0.8482
SciMark benchmark
943.7751