DEVELOPMENT... OpenML
Run
34732

Run 34732

Task 4436 (Supervised Classification) visualizing_livestock Uploaded 20-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I80
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.7759
Per class
Build CPU time
0.0456
Build memory
2731369880.96
F measure
0.8661
Per class
Kappa
0.5766
KB relative information score
488.4556
Mean absolute error
0.1885
Mean prior absolute error
0.3135
Number of instances
1300
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.869
Per class
Predictive accuracy
0.8638
Prior entropy
0.7158
Recall
0.8638
Per class
Relative absolute error
0.6014
Root mean prior squared error
0.3941
Root mean squared error
0.3195
Root relative squared error
0.8107
SciMark benchmark
936.7001