DEVELOPMENT... OpenML
Run
80303

Run 80303

Task 3058 (Supervised Classification) grub-damage Uploaded 02-12-2014 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)_I20
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
0.649
Per class
Build CPU time
0.007
Build memory
994325392
F measure
0.3483
Per class
Kappa
0.1248
KB relative information score
10.2366
Mean absolute error
0.3298
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
0.3573
Per class
Predictive accuracy
0.3529
Prior entropy
1.9281
Recall
0.3529
Per class
Relative absolute error
0.9094
Root mean prior squared error
0.425
Root mean squared error
0.4583
Root relative squared error
1.0782
SciMark benchmark
919.2952