DEVELOPMENT... OpenML
Run
75553

Run 75553

Task 3771 (Supervised Classification) chscase_census3 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
0.4523
Per class
Build CPU time
1.2049
Build memory
1679424870.4
F measure
0.4526
Per class
Kappa
-0.0965
KB relative information score
-9.3006
Mean absolute error
0.508
Mean prior absolute error
0.4992
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
0.4526
Per class
Predictive accuracy
0.4525
Prior entropy
0.9989
Recall
0.4525
Per class
Relative absolute error
1.0176
Root mean prior squared error
0.4996
Root mean squared error
0.5193
Root relative squared error
1.0395
SciMark benchmark
941.6532