DEVELOPMENT... OpenML
Run
28458

Run 28458

Task 4593 (Supervised Classification) grub-damage Uploaded 09-10-2014 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 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
0.7689
Per class
Build CPU time
0.0079
Build memory
914784942.849
F measure
0.7461
Per class
Kappa
0.3941
KB relative information score
342.1957
Mean absolute error
0.3428
Mean prior absolute error
0.4332
Number of instances
1550
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7509
Per class
Predictive accuracy
0.7613
Prior entropy
0.9027
Recall
0.7613
Per class
Relative absolute error
0.7912
Root mean prior squared error
0.465
Root mean squared error
0.4152
Root relative squared error
0.893
SciMark benchmark
943.6288