DEVELOPMENT... OpenML
Run
16967

Run 16967

Task 41 (Supervised Classification) soybean Uploaded 05-06-2014 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)_I40
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
0.9716
Per class
F measure
0.902
Per class
Kappa
0.8924
KB relative information score
612.628
Mean absolute error
0.0112
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
0.906
Per class
Predictive accuracy
0.9019
Prior entropy
3.8572
Recall
0.9019
Per class
Relative absolute error
0.117
Root mean prior squared error
0.2191
Root mean squared error
0.0985
Root relative squared error
0.4494
SciMark benchmark
946.7064[561.7522155508621015.52310425331483.23216931738307912.43991219425081760.5845701777503]