DEVELOPMENT... OpenML
Run
79821

Run 79821

Task 3497 (Supervised Classification) grub-damage Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I40
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.6614
Per class
Build CPU time
0.018
Build memory
1118019900.5936
F measure
0.3945
Per class
Kappa
0.1675
KB relative information score
33.1179
Mean absolute error
0.3199
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
0.3908
Per class
Predictive accuracy
0.4
Prior entropy
1.9281
Recall
0.4
Per class
Relative absolute error
0.8794
Root mean prior squared error
0.4263
Root mean squared error
0.4354
Root relative squared error
1.0212
SciMark benchmark
929.0404

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