DEVELOPMENT... OpenML
Run
134040

Run 134040

Task 15 (Supervised Classification) breast-w Uploaded 28-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(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_RandomTree(2)_I10
weka.AdaBoostM1_RandomTree(2)_P100
weka.AdaBoostM1_RandomTree(2)_S1
weka.AdaBoostM1_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_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
0.9306
Per class
Build CPU time
0.0062
Build memory
918421803.4678
F measure
0.9327
Per class
Kappa
0.8507
KB relative information score
590.6824
Mean absolute error
0.0669
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
0.9326
Per class
Predictive accuracy
0.9328
Prior entropy
0.9297
Recall
0.9328
Per class
Relative absolute error
0.148
Root mean prior squared error
0.4753
Root mean squared error
0.2553
Root relative squared error
0.5372
SciMark benchmark
946.9091