DEVELOPMENT... OpenML
Run
27430

Run 27430

Task 4436 (Supervised Classification) visualizing_livestock Uploaded 08-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I20
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.7549
Per class
Build CPU time
0.0029
Build memory
1300733595.76
F measure
0.7416
Per class
Kappa
0.0724
KB relative information score
195.5743
Mean absolute error
0.269
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
0.7344
Per class
Predictive accuracy
0.7992
Prior entropy
0.7158
Recall
0.7992
Per class
Relative absolute error
0.8579
Root mean prior squared error
0.3941
Root mean squared error
0.3553
Root relative squared error
0.9014
SciMark benchmark
907.5851