DEVELOPMENT... OpenML
Run
78111

Run 78111

Task 3849 (Supervised Classification) analcatdata_marketing 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)_I160
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
0.5214
Per class
Build CPU time
10.4013
Build memory
1269887552.5275
F measure
0.5557
Per class
KB relative information score
-10.0613
Mean absolute error
0.4356
Mean prior absolute error
0.4326
Number of instances
364
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4679
Per class
Predictive accuracy
0.6841
Prior entropy
0.901
Recall
0.6841
Per class
Relative absolute error
1.0069
Root mean prior squared error
0.4649
Root mean squared error
0.4673
Root relative squared error
1.0052
SciMark benchmark
943.715

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