DEVELOPMENT... OpenML
Run
58014

Run 58014

Task 3497 (Supervised Classification) grub-damage Uploaded 14-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I40
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.6702
Per class
Build CPU time
10.0861
Build memory
1125869638.5032
F measure
0.4093
Per class
Kappa
0.1874
KB relative information score
37.4952
Mean absolute error
0.3124
Mean prior absolute error
0.3638
Number of instances
155
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4155
Per class
Predictive accuracy
0.4065
Prior entropy
1.9281
Recall
0.4065
Per class
Relative absolute error
0.8589
Root mean prior squared error
0.4263
Root mean squared error
0.4401
Root relative squared error
1.0323
SciMark benchmark
943.106