DEVELOPMENT... OpenML
Run
135861

Run 135861

Task 41 (Supervised Classification) soybean 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)_I80
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
0.9718
Per class
Build CPU time
0.2388
Build memory
2065233323.5022
F measure
0.9034
Per class
Kappa
0.894
KB relative information score
614.5721
Mean absolute error
0.011
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
0.9075
Per class
Predictive accuracy
0.9034
Prior entropy
3.8572
Recall
0.9034
Per class
Relative absolute error
0.1141
Root mean prior squared error
0.2191
Root mean squared error
0.0973
Root relative squared error
0.444
SciMark benchmark
934.6076