DEVELOPMENT... OpenML
Run
82688

Run 82688

Task 1805 (Supervised Classification) soybean Uploaded 02-12-2014 by Felicia West
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Flow

weka.Bagging_REPTree(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(3)_I160
weka.Bagging_REPTree(3)_P100
weka.Bagging_REPTree(3)_S1
weka.Bagging_REPTree(3)_Wweka.classifiers.trees.REPTree
weka.Bagging_REPTree(3)_num-slots1
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.9713
Per class
Build CPU time
0.7491
Build memory
882899570.0334
F measure
0.7323
Per class
Kappa
0.7349
KB relative information score
2461.1402
Mean absolute error
0.0419
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
0.749
Per class
Predictive accuracy
0.7613
Prior entropy
3.8572
Recall
0.7613
Per class
Relative absolute error
0.4357
Root mean prior squared error
0.2191
Root mean squared error
0.1324
Root relative squared error
0.6043
SciMark benchmark
945.7067