DEVELOPMENT... OpenML
Run
75536

Run 75536

Task 3763 (Supervised Classification) chscase_census6 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
0.4667
Per class
Build CPU time
1.1906
Build memory
975169795.2
F measure
0.4727
Per class
Kappa
-0.0907
KB relative information score
-10.6977
Mean absolute error
0.4909
Mean prior absolute error
0.4848
Number of instances
400
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.4661
Per class
Predictive accuracy
0.5
Prior entropy
0.978
Recall
0.5
Per class
Relative absolute error
1.0127
Root mean prior squared error
0.4923
Root mean squared error
0.5092
Root relative squared error
1.0344
SciMark benchmark
940.6012