DEVELOPMENT... OpenML
Run
79896

Run 79896

Task 3807 (Supervised Classification) echoMonths 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
0.8183
Per class
Build CPU time
0.0256
Build memory
324495647.2
F measure
0.7836
Per class
Kappa
0.5683
KB relative information score
52.8878
Mean absolute error
0.31
Mean prior absolute error
0.4999
Number of instances
130
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7886
Per class
Predictive accuracy
0.7846
Prior entropy
0.9998
Recall
0.7846
Per class
Relative absolute error
0.6201
Root mean prior squared error
0.4999
Root mean squared error
0.4036
Root relative squared error
0.8073
SciMark benchmark
947.4258