DEVELOPMENT... OpenML
Run
139786

Run 139786

Task 3718 (Supervised Classification) boston Uploaded 31-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_REPTree(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_REPTree(2)_I10
weka.AdaBoostM1_REPTree(2)_P100
weka.AdaBoostM1_REPTree(2)_S1
weka.AdaBoostM1_REPTree(2)_Wweka.classifiers.trees.REPTree
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.9385
Per class
Build CPU time
0.0591
Build memory
535662909.8656
F measure
0.8696
Per class
Kappa
0.731
KB relative information score
362.6327
Mean absolute error
0.1366
Mean prior absolute error
0.4849
Number of instances
506
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8696
Per class
Predictive accuracy
0.8696
Prior entropy
0.9782
Recall
0.8696
Per class
Relative absolute error
0.2818
Root mean prior squared error
0.4924
Root mean squared error
0.3322
Root relative squared error
0.6748
SciMark benchmark
918.7639