DEVELOPMENT... OpenML
Run
105537

Run 105537

Task 3763 (Supervised Classification) chscase_census6 Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_ADTree(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.ADTree(2)_B10
weka.ADTree(2)_E-3
weka.ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_I10
weka.AdaBoostM1_ADTree(2)_P100
weka.AdaBoostM1_ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_Wweka.classifiers.trees.ADTree

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
0.5055
Per class
Build CPU time
0.1223
Build memory
778180552
F measure
0.535
Per class
Kappa
0.0406
KB relative information score
-2.6771
Mean absolute error
0.4836
Mean prior absolute error
0.4848
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.535
Per class
Predictive accuracy
0.535
Prior entropy
0.978
Recall
0.535
Per class
Relative absolute error
0.9975
Root mean prior squared error
0.4923
Root mean squared error
0.5635
Root relative squared error
1.1446
SciMark benchmark
892.0716