DEVELOPMENT... OpenML
Run
111904

Run 111904

Task 41 (Supervised Classification) soybean Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(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_J48(2)_I40
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.2722
Build memory
61380178.776
F measure
0.9397
Per class
Kappa
0.9342
KB relative information score
641.4264
Mean absolute error
0.0065
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
0.9405
Per class
Predictive accuracy
0.94
Prior entropy
3.8572
Recall
0.94
Per class
Relative absolute error
0.068
Root mean prior squared error
0.2191
Root mean squared error
0.0765
Root relative squared error
0.3493
SciMark benchmark
939.6298