DEVELOPMENT... OpenML
Run
75046

Run 75046

Task 3848 (Supervised Classification) squash-unstored 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
0.8676
Per class
Build CPU time
0.1599
Build memory
1146715923.6923
F measure
0.8077
Per class
Kappa
0.6131
KB relative information score
13.169
Mean absolute error
0.3927
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8077
Per class
Predictive accuracy
0.8077
Prior entropy
0.996
Recall
0.8077
Per class
Relative absolute error
0.7899
Root mean prior squared error
0.4985
Root mean squared error
0.4145
Root relative squared error
0.8315
SciMark benchmark
941.6532