DEVELOPMENT... OpenML
Run
75235

Run 75235

Task 3881 (Supervised Classification) ipums_la_99-small 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
0.8755
Per class
Build CPU time
19.5737
Build memory
973612492.6784
F measure
0.9092
Per class
Kappa
0.0559
KB relative information score
-3439.5005
Mean absolute error
0.0995
Mean prior absolute error
0.1203
Number of instances
8844
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9256
Per class
Predictive accuracy
0.9371
Prior entropy
0.3444
Recall
0.9371
Per class
Relative absolute error
0.8273
Root mean prior squared error
0.2452
Root mean squared error
0.2241
Root relative squared error
0.9141
SciMark benchmark
926.9727