DEVELOPMENT... OpenML
Run
117508

Run 117508

Task 1805 (Supervised Classification) soybean Uploaded 10-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_LADTree(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_LADTree(2)_I40
weka.AdaBoostM1_LADTree(2)_P100
weka.AdaBoostM1_LADTree(2)_S1
weka.AdaBoostM1_LADTree(2)_Wweka.classifiers.trees.LADTree
weka.LADTree(2)_B10

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
0.9916
Per class
Build CPU time
29.0732
Build memory
242816328.5529
F measure
0.9161
Per class
Kappa
0.9078
KB relative information score
3150.8138
Mean absolute error
0.0091
Mean prior absolute error
0.0961
Number of instances
3415
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.917
Per class
Predictive accuracy
0.916
Prior entropy
3.8572
Recall
0.916
Per class
Relative absolute error
0.0948
Root mean prior squared error
0.2191
Root mean squared error
0.0879
Root relative squared error
0.401
SciMark benchmark
937.279