DEVELOPMENT... OpenML
Run
116734

Run 116734

Task 3770 (Supervised Classification) chscase_census4 Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(2)_I160
weka.AdaBoostM1_LADTree(2)_P100
weka.AdaBoostM1_LADTree(2)_S1
weka.AdaBoostM1_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.LADTree(2)_B10

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
0.4647
Per class
Build CPU time
4.5599
Build memory
1562251451.2
F measure
0.4775
Per class
Kappa
-0.0442
KB relative information score
-23.5856
Mean absolute error
0.5288
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
0.4783
Per class
Predictive accuracy
0.4775
Prior entropy
0.9994
Recall
0.4775
Per class
Relative absolute error
1.0586
Root mean prior squared error
0.4998
Root mean squared error
0.698
Root relative squared error
1.3966
SciMark benchmark
914.1182