DEVELOPMENT... OpenML
Run
79097

Run 79097

Task 289 (Supervised Classification) iris 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
0.9943
Per class
Build CPU time
0.018
Build memory
139855760
F measure
0.9592
Per class
Kappa
0.9388
KB relative information score
44.8934
Mean absolute error
0.0446
Mean prior absolute error
0.4444
Number of instances
49
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9637
Per class
Predictive accuracy
0.9592
Prior entropy
1.585
Recall
0.9592
Per class
Relative absolute error
0.1003
Root mean prior squared error
0.4714
Root mean squared error
0.1573
Root relative squared error
0.3338
SciMark benchmark
941.0866