DEVELOPMENT... OpenML
Run
113702

Run 113702

Task 3856 (Supervised Classification) kdd_ipums_la_97-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
0.9785
Per class
Build CPU time
29.5535
Build memory
954019805.5153
F measure
0.9544
Per class
Kappa
0.9027
KB relative information score
6116.4132
Mean absolute error
0.0625
Mean prior absolute error
0.466
Number of instances
7019
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9555
Per class
Predictive accuracy
0.9541
Prior entropy
0.9504
Recall
0.9541
Per class
Relative absolute error
0.1342
Root mean prior squared error
0.4827
Root mean squared error
0.1942
Root relative squared error
0.4023
SciMark benchmark
945.0532