DEVELOPMENT... OpenML
Run
108967

Run 108967

Task 271 (Supervised Classification) soybean Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_DecisionStump(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_DecisionStump(2)_I80
weka.AdaBoostM1_DecisionStump(2)_P100
weka.AdaBoostM1_DecisionStump(2)_S1
weka.AdaBoostM1_DecisionStump(2)_Wweka.classifiers.trees.DecisionStump

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
0.8085
Per class
Build CPU time
0.005
Build memory
122891768
F measure
0.1519
Per class
Kappa
0.1899
KB relative information score
70.1394
Mean absolute error
0.0822
Mean prior absolute error
0.0958
Number of instances
225
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.1225
Per class
Predictive accuracy
0.2756
Prior entropy
3.8572
Recall
0.2756
Per class
Relative absolute error
0.858
Root mean prior squared error
0.2185
Root mean squared error
0.2031
Root relative squared error
0.9295
SciMark benchmark
939.7233