DEVELOPMENT... OpenML
Run
29690

Run 29690

Task 4285 (Supervised Classification) fruitfly Uploaded 12-10-2014 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)_I40
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
0.461
Per class
Build CPU time
0.0284
Build memory
3218690740.6336
F measure
0.4994
Per class
Kappa
-0.0624
KB relative information score
-43.5268
Mean absolute error
0.484
Mean prior absolute error
0.477
Number of instances
1250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4915
Per class
Predictive accuracy
0.52
Prior entropy
0.9671
Recall
0.52
Per class
Relative absolute error
1.0145
Root mean prior squared error
0.4882
Root mean squared error
0.5315
Root relative squared error
1.0888
SciMark benchmark
934.4553