DEVELOPMENT... OpenML
Run
112063

Run 112063

Task 3865 (Supervised Classification) ipums_la_98-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)_I80
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
0.5929
Per class
Build CPU time
76.9214
Build memory
865689814.789
F measure
0.8611
Per class
Kappa
0.1612
KB relative information score
1445.37
Mean absolute error
0.1149
Mean prior absolute error
0.1891
Number of instances
7485
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8507
Per class
Predictive accuracy
0.8851
Prior entropy
0.4871
Recall
0.8851
Per class
Relative absolute error
0.6078
Root mean prior squared error
0.3074
Root mean squared error
0.3359
Root relative squared error
1.0927
SciMark benchmark
916.8516