DEVELOPMENT... OpenML
Run
77392

Run 77392

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)_I40
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
0.8777
Per class
Build CPU time
80.6993
Build memory
2430233145.5658
F measure
0.9093
Per class
Kappa
0.0562
KB relative information score
-3508.915
Mean absolute error
0.0999
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
0.9277
Per class
Predictive accuracy
0.9372
Prior entropy
0.3444
Recall
0.9372
Per class
Relative absolute error
0.8306
Root mean prior squared error
0.2452
Root mean squared error
0.2237
Root relative squared error
0.9127
SciMark benchmark
942.2973

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