DEVELOPMENT... OpenML
Run
121869

Run 121869

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

weka.AdaBoostM1_LMT(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_LMT(2)_I160
weka.AdaBoostM1_LMT(2)_P100
weka.AdaBoostM1_LMT(2)_S1
weka.AdaBoostM1_LMT(2)_Wweka.classifiers.trees.LMT
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.9588
Per class
Build CPU time
1075.9344
Build memory
1815849298.1294
F measure
0.9254
Per class
Kappa
0.9181
KB relative information score
3167.5852
Mean absolute error
0.0079
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
0.9267
Per class
Predictive accuracy
0.9253
Prior entropy
3.8572
Recall
0.9253
Per class
Relative absolute error
0.0817
Root mean prior squared error
0.2191
Root mean squared error
0.0886
Root relative squared error
0.4044
SciMark benchmark
935.6292