DEVELOPMENT... OpenML
Run
105608

Run 105608

Task 3848 (Supervised Classification) squash-unstored Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_ADTree(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.ADTree(2)_B10
weka.ADTree(2)_E-3
weka.ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_I10
weka.AdaBoostM1_ADTree(2)_P100
weka.AdaBoostM1_ADTree(2)_S1
weka.AdaBoostM1_ADTree(2)_Wweka.classifiers.trees.ADTree

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
0.878
Per class
Build CPU time
0.0041
Build memory
119959469.2308
F measure
0.8462
Per class
Kappa
0.6905
KB relative information score
28.5473
Mean absolute error
0.2397
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8462
Per class
Predictive accuracy
0.8462
Prior entropy
0.996
Recall
0.8462
Per class
Relative absolute error
0.4822
Root mean prior squared error
0.4985
Root mean squared error
0.3594
Root relative squared error
0.721
SciMark benchmark
947.4397