DEVELOPMENT... OpenML
Run
110745

Run 110745

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)_I160
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
0.9923
Per class
Build CPU time
0.4663
Build memory
477754080.3397
F measure
0.9383
Per class
Kappa
0.9326
KB relative information score
640.9288
Mean absolute error
0.0066
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
0.9392
Per class
Predictive accuracy
0.9385
Prior entropy
3.8572
Recall
0.9385
Per class
Relative absolute error
0.0688
Root mean prior squared error
0.2191
Root mean squared error
0.0771
Root relative squared error
0.3518
SciMark benchmark
937.6343