DEVELOPMENT... OpenML
Run
16644

Run 16644

Task 41 (Supervised Classification) soybean Uploaded 04-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_RandomForest(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_RandomForest(1)_I20
weka.AdaBoostM1_RandomForest(1)_P100
weka.AdaBoostM1_RandomForest(1)_S1
weka.AdaBoostM1_RandomForest(1)_Wweka.classifiers.trees.RandomForest
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

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
0.9788
Per class
F measure
0.915
Per class
Kappa
0.9068
KB relative information score
626.5053
Mean absolute error
0.009
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
0.9176
Per class
Predictive accuracy
0.9151
Prior entropy
3.8572
Recall
0.9151
Per class
Relative absolute error
0.0935
Root mean prior squared error
0.2191
Root mean squared error
0.0918
Root relative squared error
0.4187
SciMark benchmark
920.4336[550.0601191742942990.4677419388732464.4211968726429884.12811638878771713.0907764790145]