DEVELOPMENT... OpenML
Run
53932

Run 53932

Task 41 (Supervised Classification) soybean Uploaded 08-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I80
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
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
0.9965
Per class
Build CPU time
1094.4384
Build memory
180779460.8023
F measure
0.9342
Per class
Kappa
0.9278
KB relative information score
645.7409
Mean absolute error
0.0084
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
0.936
Per class
Predictive accuracy
0.9341
Prior entropy
3.8572
Recall
0.9341
Per class
Relative absolute error
0.0869
Root mean prior squared error
0.2191
Root mean squared error
0.0664
Root relative squared error
0.3032
SciMark benchmark
944.0386