DEVELOPMENT... OpenML
Run
112895

Run 112895

Task 3770 (Supervised Classification) chscase_census4 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)_I20
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
0.488
Per class
Build CPU time
0.0027
Build memory
1163972652.8
F measure
0.3501
Per class
KB relative information score
-0.037
Mean absolute error
0.4996
Mean prior absolute error
0.4996
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2652
Per class
Predictive accuracy
0.515
Prior entropy
0.9994
Recall
0.515
Per class
Relative absolute error
1.0001
Root mean prior squared error
0.4998
Root mean squared error
0.4998
Root relative squared error
1.0001
SciMark benchmark
943.4039