DEVELOPMENT... OpenML
Run
76334

Run 76334

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)_I20
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
0.5312
Per class
Build CPU time
0.9944
Build memory
2129875220.022
F measure
0.5557
Per class
KB relative information score
-7.527
Mean absolute error
0.4337
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
1.0025
Root mean prior squared error
0.4649
Root mean squared error
0.4663
Root relative squared error
1.0031
SciMark benchmark
947.2295