DEVELOPMENT... OpenML
Run
79654

Run 79654

Task 3888 (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
0.7309
Per class
Build CPU time
0.0119
Build memory
119776687.6903
F measure
0.6797
Per class
Kappa
0.2422
KB relative information score
28.9596
Mean absolute error
0.3398
Mean prior absolute error
0.4332
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
0.675
Per class
Predictive accuracy
0.6903
Prior entropy
0.9027
Recall
0.6903
Per class
Relative absolute error
0.7843
Root mean prior squared error
0.465
Root mean squared error
0.4433
Root relative squared error
0.9533
SciMark benchmark
946.5543