DEVELOPMENT... OpenML
Run
77561

Run 77561

Task 3060 (Supervised Classification) squash-stored Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I40
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
0.7372
Per class
Build CPU time
0.536
Build memory
2422863864
F measure
0.6275
Per class
Kappa
0.3929
KB relative information score
4.1975
Mean absolute error
0.347
Mean prior absolute error
0.4164
Number of instances
17
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6877
Per class
Predictive accuracy
0.6471
Prior entropy
1.4782
Recall
0.6471
Per class
Relative absolute error
0.8333
Root mean prior squared error
0.4569
Root mean squared error
0.4196
Root relative squared error
0.9184
SciMark benchmark
939.4881