DEVELOPMENT... OpenML
Run
75696

Run 75696

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)_I10
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
0.7587
Per class
Build CPU time
0.146
Build memory
2485551976
F measure
0.5232
Per class
Kappa
0.2788
KB relative information score
4.3072
Mean absolute error
0.3449
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
0.4759
Per class
Predictive accuracy
0.5882
Prior entropy
1.4782
Recall
0.5882
Per class
Relative absolute error
0.8282
Root mean prior squared error
0.4569
Root mean squared error
0.418
Root relative squared error
0.9148
SciMark benchmark
947.2295