DEVELOPMENT... OpenML
Run
116878

Run 116878

Task 15 (Supervised Classification) breast-w 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)_I80
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
0.9705
Per class
Build CPU time
3.6364
Build memory
95745053.3333
F measure
0.9629
Per class
Kappa
0.918
KB relative information score
637.3445
Mean absolute error
0.0382
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.963
Per class
Predictive accuracy
0.9628
Prior entropy
0.9297
Recall
0.9628
Per class
Relative absolute error
0.0845
Root mean prior squared error
0.4753
Root mean squared error
0.1936
Root relative squared error
0.4073
SciMark benchmark
925.481