DEVELOPMENT... OpenML
Run
78420

Run 78420

Task 3763 (Supervised Classification) chscase_census6 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)_I160
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
0.4662
Per class
Build CPU time
17.8889
Build memory
1521367312.8
F measure
0.4745
Per class
Kappa
-0.0764
KB relative information score
-8.4037
Mean absolute error
0.4896
Mean prior absolute error
0.4848
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
0.4697
Per class
Predictive accuracy
0.515
Prior entropy
0.978
Recall
0.515
Per class
Relative absolute error
1.0099
Root mean prior squared error
0.4923
Root mean squared error
0.507
Root relative squared error
1.0299
SciMark benchmark
910.0739