DEVELOPMENT... OpenML
Run
117902

Run 117902

Task 3922 (Supervised Classification) desharnais Uploaded 10-12-2014 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)_I40
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
0.8332
Per class
Build CPU time
0.3478
Build memory
244609265.9753
F measure
0.7714
Per class
Kappa
0.5899
KB relative information score
47.7116
Mean absolute error
0.1525
Mean prior absolute error
0.3804
Number of instances
81
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7781
Per class
Predictive accuracy
0.7778
Prior entropy
1.3765
Recall
0.7778
Per class
Relative absolute error
0.4008
Root mean prior squared error
0.4348
Root mean squared error
0.3857
Root relative squared error
0.8871
SciMark benchmark
942.0692