DEVELOPMENT... OpenML
Run
58411

Run 58411

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)_I20
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
0.9947
Per class
Build CPU time
118.2703
Build memory
1325027311.5455
F measure
0.9255
Per class
Kappa
0.9187
KB relative information score
3174.1514
Mean absolute error
0.0109
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
0.9268
Per class
Predictive accuracy
0.9259
Prior entropy
3.8572
Recall
0.9259
Per class
Relative absolute error
0.1134
Root mean prior squared error
0.2191
Root mean squared error
0.0742
Root relative squared error
0.3388
SciMark benchmark
941.6914