DEVELOPMENT... OpenML
Run
146806

Run 146806

Task 3881 (Supervised Classification) ipums_la_99-small Uploaded 01-02-2015 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.

22 Evaluation measures

Area under ROC curve
0.5719
Per class
F measure
0.918
Per class
Kappa
0.1863
KB relative information score
2173.7965
Mean absolute error
0.0639
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
0.9154
Per class
Predictive accuracy
0.9361
Prior entropy
0.3444
Recall
0.9361
Per class
Relative absolute error
0.5314
Root mean prior squared error
0.2452
Root mean squared error
0.2525
Root relative squared error
1.0298
SciMark benchmark
904.3001
UserCPU time millis
67490
UserCPU time millis testing
1070
UserCPU time millis training
66420