DEVELOPMENT... OpenML
Run
31143

Run 31143

Task 4282 (Supervised Classification) visualizing_livestock Uploaded 13-10-2014 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)_I80
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
0.3364
Per class
Build CPU time
0.0347
Build memory
1133594958.96
F measure
0.1453
Per class
Kappa
-0.0731
KB relative information score
23.7842
Mean absolute error
0.3334
Mean prior absolute error
0.32
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
0.151
Per class
Predictive accuracy
0.1415
Prior entropy
2.3219
Recall
0.1415
Per class
Relative absolute error
1.042
Root mean prior squared error
0.4
Root mean squared error
0.4275
Root relative squared error
1.0688
SciMark benchmark
927.1069