DEVELOPMENT... OpenML
Run
120802

Run 120802

Task 1805 (Supervised Classification) soybean Uploaded 11-12-2014 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)_I40
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
0.9636
Per class
Build CPU time
303.9489
Build memory
473938645.3927
F measure
0.9255
Per class
Kappa
0.9181
KB relative information score
3169.9309
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
0.9266
Per class
Predictive accuracy
0.9253
Prior entropy
3.8572
Recall
0.9253
Per class
Relative absolute error
0.0819
Root mean prior squared error
0.2191
Root mean squared error
0.088
Root relative squared error
0.4017
SciMark benchmark
927.3354