DEVELOPMENT... OpenML
Run
59528

Run 59528

Task 1805 (Supervised Classification) soybean Uploaded 15-11-2014 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)_I10
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
0.9946
Per class
Build CPU time
102.8024
Build memory
83042152.0164
F measure
0.9248
Per class
Kappa
0.9178
KB relative information score
3176.1367
Mean absolute error
0.0107
Mean prior absolute error
0.0961
Number of instances
3415
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9261
Per class
Predictive accuracy
0.925
Prior entropy
3.8572
Recall
0.925
Per class
Relative absolute error
0.1118
Root mean prior squared error
0.2191
Root mean squared error
0.0748
Root relative squared error
0.3416
SciMark benchmark
1212.2248