DEVELOPMENT... OpenML
Run
116443

Run 116443

Task 1779 (Supervised Classification) breast-w Uploaded 09-12-2014 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)_I160
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
0.9635
Per class
Build CPU time
4.2119
Build memory
718450801.2818
F measure
0.9626
Per class
Kappa
0.9174
KB relative information score
3192.4138
Mean absolute error
0.0373
Mean prior absolute error
0.452
Number of instances
3495
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9628
Per class
Predictive accuracy
0.9625
Prior entropy
0.9297
Recall
0.9625
Per class
Relative absolute error
0.0826
Root mean prior squared error
0.4753
Root mean squared error
0.1928
Root relative squared error
0.4055
SciMark benchmark
923.9118