DEVELOPMENT... OpenML
Run
116732

Run 116732

Task 3763 (Supervised Classification) chscase_census6 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
0.5137
Per class
Build CPU time
3.4318
Build memory
368279845.6
F measure
0.5104
Per class
Kappa
-0.0091
KB relative information score
-10.6915
Mean absolute error
0.4904
Mean prior absolute error
0.4848
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
0.5109
Per class
Predictive accuracy
0.51
Prior entropy
0.978
Recall
0.51
Per class
Relative absolute error
1.0116
Root mean prior squared error
0.4923
Root mean squared error
0.6763
Root relative squared error
1.3737
SciMark benchmark
893.4088