DEVELOPMENT... OpenML
Run
80306

Run 80306

Task 3059 (Supervised Classification) pasture 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
0.8221
Per class
Build CPU time
0.003
Build memory
281654552
F measure
0.7491
Per class
Kappa
0.5658
KB relative information score
4.7067
Mean absolute error
0.297
Mean prior absolute error
0.4444
Number of instances
11
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8182
Per class
Predictive accuracy
0.7273
Prior entropy
1.585
Recall
0.7273
Per class
Relative absolute error
0.6682
Root mean prior squared error
0.4714
Root mean squared error
0.3847
Root relative squared error
0.8161
SciMark benchmark
947.4258