DEVELOPMENT... OpenML
Run
113588

Run 113588

Task 3881 (Supervised Classification) ipums_la_99-small 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)_I10
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
0.6998
Per class
Build CPU time
4.9461
Build memory
919510232.3329
F measure
0.9143
Per class
Kappa
0.2036
KB relative information score
963.604
Mean absolute error
0.074
Mean prior absolute error
0.1203
Number of instances
8844
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9071
Per class
Predictive accuracy
0.9251
Prior entropy
0.3444
Recall
0.9251
Per class
Relative absolute error
0.6156
Root mean prior squared error
0.2452
Root mean squared error
0.2644
Root relative squared error
1.0783
SciMark benchmark
939.0159