DEVELOPMENT... OpenML
Run
108371

Run 108371

Task 2075 (Supervised Classification) abalone Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_BFTree(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_BFTree(2)_I80
weka.AdaBoostM1_BFTree(2)_P100
weka.AdaBoostM1_BFTree(2)_S1
weka.AdaBoostM1_BFTree(2)_Wweka.classifiers.trees.BFTree
weka.BFTree(2)_Ctrue
weka.BFTree(2)_M2
weka.BFTree(2)_N5
weka.BFTree(2)_PPOSTPRUNED
weka.BFTree(2)_S1

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
0.7198
Per class
Build CPU time
289.2645
Build memory
2201891574.3663
F measure
0.2339
Per class
Kappa
0.1451
KB relative information score
185.2084
Mean absolute error
0.0651
Mean prior absolute error
0.0618
Number of instances
4177
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.2292
Per class
Predictive accuracy
0.2475
Prior entropy
3.6268
Recall
0.2475
Per class
Relative absolute error
1.0531
Root mean prior squared error
0.1757
Root mean squared error
0.1788
Root relative squared error
1.0174
SciMark benchmark
945.5918

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