DEVELOPMENT... OpenML
Run
70842

Run 70842

Task 1805 (Supervised Classification) soybean Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I40
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.7788
Per class
Build CPU time
0.0101
Build memory
272342075.275
F measure
0.346
Per class
Kappa
0.3313
KB relative information score
1384.4738
Mean absolute error
0.063
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
0.3226
Per class
Predictive accuracy
0.4094
Prior entropy
3.8572
Recall
0.4094
Per class
Relative absolute error
0.6553
Root mean prior squared error
0.2191
Root mean squared error
0.2079
Root relative squared error
0.9487
SciMark benchmark
938.3567