DEVELOPMENT... OpenML
Run
79410

Run 79410

Task 3058 (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)_I80
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
0.6395
Per class
Build CPU time
0.025
Build memory
944692352
F measure
0.33
Per class
Kappa
0.0921
KB relative information score
9.071
Mean absolute error
0.3372
Mean prior absolute error
0.3627
Number of instances
51
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.3374
Per class
Predictive accuracy
0.3333
Prior entropy
1.9281
Recall
0.3333
Per class
Relative absolute error
0.9297
Root mean prior squared error
0.425
Root mean squared error
0.4561
Root relative squared error
1.0731
SciMark benchmark
941.0866