DEVELOPMENT... OpenML
Run
114518

Run 114518

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)_I40
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
0.9777
Per class
Build CPU time
265.1509
Build memory
1596434550.4647
F measure
0.9524
Per class
Kappa
0.8983
KB relative information score
6194.345
Mean absolute error
0.0551
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
0.9533
Per class
Predictive accuracy
0.9521
Prior entropy
0.9504
Recall
0.9521
Per class
Relative absolute error
0.1183
Root mean prior squared error
0.4827
Root mean squared error
0.2022
Root relative squared error
0.4189
SciMark benchmark
916.8516