DEVELOPMENT... OpenML
Run
78733

Run 78733

Task 3865 (Supervised Classification) ipums_la_98-small Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I160
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.8414
Per class
Build CPU time
3.9748
Build memory
1162661250.1301
F measure
0.8509
Per class
Kappa
0.0499
KB relative information score
-1554.1539
Mean absolute error
0.1568
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
0.8573
Per class
Predictive accuracy
0.8946
Prior entropy
0.4871
Recall
0.8946
Per class
Relative absolute error
0.8293
Root mean prior squared error
0.3074
Root mean squared error
0.2827
Root relative squared error
0.9197
SciMark benchmark
944.2867