DEVELOPMENT... OpenML
Run
108952

Run 108952

Task 257 (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)_I80
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
0.7926
Per class
Build CPU time
0.081
Build memory
32879256
F measure
0.7265
Per class
Kappa
0.4475
KB relative information score
55.0044
Mean absolute error
0.2798
Mean prior absolute error
0.4882
Number of instances
121
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7266
Per class
Predictive accuracy
0.7273
Prior entropy
0.9509
Recall
0.7273
Per class
Relative absolute error
0.573
Root mean prior squared error
0.505
Root mean squared error
0.4638
Root relative squared error
0.9184
SciMark benchmark
920.7965

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