DEVELOPMENT... OpenML
Run
119624

Run 119624

Task 1805 (Supervised Classification) soybean Uploaded 10-12-2014 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)_I10
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
0.9773
Per class
Build CPU time
65.5584
Build memory
968896296.5552
F measure
0.9269
Per class
Kappa
0.9197
KB relative information score
3179.1449
Mean absolute error
0.0078
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
0.9281
Per class
Predictive accuracy
0.9268
Prior entropy
3.8572
Recall
0.9268
Per class
Relative absolute error
0.0812
Root mean prior squared error
0.2191
Root mean squared error
0.0863
Root relative squared error
0.3939
SciMark benchmark
924.2473