DEVELOPMENT... OpenML
Run
15682

Run 15682

Task 15 (Supervised Classification) breast-w Uploaded 04-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomTree(1)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(1)_I20
weka.AdaBoostM1_RandomTree(1)_P100
weka.AdaBoostM1_RandomTree(1)_S1
weka.AdaBoostM1_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9317
Per class
F measure
0.9369
Per class
Kappa
0.8601
KB relative information score
597.094
Mean absolute error
0.063
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
0.9369
Per class
Predictive accuracy
0.9371
Prior entropy
0.9297
Recall
0.9371
Per class
Relative absolute error
0.1394
Root mean prior squared error
0.4753
Root mean squared error
0.2482
Root relative squared error
0.5222
SciMark benchmark
947.8408[567.78666173126961016.0585376856843484.1035797902428911.80521739130441759.4501199261804]