DEVELOPMENT... OpenML
Run
20581

Run 20581

Task 41 (Supervised Classification) soybean Uploaded 18-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_BFTree(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_BFTree(1)_I80
weka.AdaBoostM1_BFTree(1)_P100
weka.AdaBoostM1_BFTree(1)_S1
weka.AdaBoostM1_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(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
0.9885
Per class
F measure
0.9371
Per class
Kappa
0.931
KB relative information score
643.8213
Mean absolute error
0.0066
Mean prior absolute error
0.0961
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.938
Per class
Predictive accuracy
0.937
Prior entropy
3.8572
Recall
0.937
Per class
Relative absolute error
0.069
Root mean prior squared error
0.2191
Root mean squared error
0.0768
Root relative squared error
0.3507
SciMark benchmark
946.4279[560.30860489012831014.1868590421574483.23216931738307909.27509318503251765.136766288487]