DEVELOPMENT... OpenML
Run
104381

Run 104381

Task 3865 (Supervised Classification) ipums_la_98-small Uploaded 08-12-2014 by Felicia West
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Flow

weka.RandomForest(2)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
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
0.8386
Per class
Build CPU time
2.5115
Build memory
659682394.9884
F measure
0.8507
Per class
Kappa
0.049
KB relative information score
-1585.1936
Mean absolute error
0.1571
Mean prior absolute error
0.1891
Number of instances
7485
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8541
Per class
Predictive accuracy
0.8942
Prior entropy
0.4871
Recall
0.8942
Per class
Relative absolute error
0.831
Root mean prior squared error
0.3074
Root mean squared error
0.2835
Root relative squared error
0.9222
SciMark benchmark
932.1837