UnderBagging Testing in Matlab
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I used UnderBagging for an imbalanced dataset with 45700 observation with 20 fetures. 45000 observations are 1 and 700 are 0.
I used UnderBagging for classifier C ( for example for Decision Tree). I kept the 700 "one" observations and selected randomly 700 observations from zero dataset for 500 times. So I have 500 balanced datasets each with 1400 observation. I applied Decision Tree (MATLAB fitctree) for each. How can I select test dataset for evaluating the performance? For each sub-dataset from 500 datasets I must select randomly the test datasets? or I must before classification, select unseen test dataset from 45700 observations which is imbalance? Also how can I calculate confusion matrix?
decision-trees matlab class-imbalance ensemble-learning
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MortezaMorteza
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I used UnderBagging for an imbalanced dataset with 45700 observation with 20 fetures. 45000 observations are 1 and 700 are 0.
I used UnderBagging for classifier C ( for example for Decision Tree). I kept the 700 "one" observations and selected randomly 700 observations from zero dataset for 500 times. So I have 500 balanced datasets each with 1400 observation. I applied Decision Tree (MATLAB fitctree) for each. How can I select test dataset for evaluating the performance? For each sub-dataset from 500 datasets I must select randomly the test datasets? or I must before classification, select unseen test dataset from 45700 observations which is imbalance? Also how can I calculate confusion matrix?
decision-trees matlab class-imbalance ensemble-learning
asked 3 mins ago
MortezaMorteza
1
New contributor
Morteza is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
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add a comment |
$begingroup$
I used UnderBagging for an imbalanced dataset with 45700 observation with 20 fetures. 45000 observations are 1 and 700 are 0.
I used UnderBagging for classifier C ( for example for Decision Tree). I kept the 700 "one" observations and selected randomly 700 observations from zero dataset for 500 times. So I have 500 balanced datasets each with 1400 observation. I applied Decision Tree (MATLAB fitctree) for each. How can I select test dataset for evaluating the performance? For each sub-dataset from 500 datasets I must select randomly the test datasets? or I must before classification, select unseen test dataset from 45700 observations which is imbalance? Also how can I calculate confusion matrix?
decision-trees matlab class-imbalance ensemble-learning
asked 3 mins ago
MortezaMorteza
1
New contributor
Morteza is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
I used UnderBagging for an imbalanced dataset with 45700 observation with 20 fetures. 45000 observations are 1 and 700 are 0.
I used UnderBagging for classifier C ( for example for Decision Tree). I kept the 700 "one" observations and selected randomly 700 observations from zero dataset for 500 times. So I have 500 balanced datasets each with 1400 observation. I applied Decision Tree (MATLAB fitctree) for each. How can I select test dataset for evaluating the performance? For each sub-dataset from 500 datasets I must select randomly the test datasets? or I must before classification, select unseen test dataset from 45700 observations which is imbalance? Also how can I calculate confusion matrix?
decision-trees matlab class-imbalance ensemble-learning
decision-trees matlab class-imbalance ensemble-learning
asked 3 mins ago
MortezaMorteza
1
New contributor
Morteza is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 3 mins ago
MortezaMorteza
1
New contributor
Morteza is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 3 mins ago
MortezaMorteza
1
New contributor
Morteza is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 3 mins ago
MortezaMorteza
1
asked 3 mins ago
MortezaMorteza
1
1
New contributor
Morteza is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
Morteza is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Morteza is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
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