DEVELOPMENT... OpenML
Run
111146

Run 111146

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

weka.AdaBoostM1_J48(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_J48(2)_I160
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.4871
Per class
Build CPU time
0.0049
Build memory
2338209363.2
F measure
0.4348
Per class
KB relative information score
0.0012
Mean absolute error
0.4847
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
0.3452
Per class
Predictive accuracy
0.5875
Prior entropy
0.978
Recall
0.5875
Per class
Relative absolute error
0.9999
Root mean prior squared error
0.4923
Root mean squared error
0.4923
Root relative squared error
1.0001
SciMark benchmark
931.9671