Provide optional confidence level as an input to the neural network
$begingroup$
I have a name, gender labeled dataset and I know the frequency of particular name can occurred in the dataset. I want to develop a neural network which predict gender when given the name as an input. On the other hand name frequency is an important feature as it indicate the level of confidence of the class label.
How can I give the frequency as an input to the neural network which only available at training time?
neural-network feature-selection feature-engineering
asked 9 mins ago
Madura PradeepMadura Pradeep
1062
$endgroup$
add a comment |
$begingroup$
I have a name, gender labeled dataset and I know the frequency of particular name can occurred in the dataset. I want to develop a neural network which predict gender when given the name as an input. On the other hand name frequency is an important feature as it indicate the level of confidence of the class label.
How can I give the frequency as an input to the neural network which only available at training time?
neural-network feature-selection feature-engineering
asked 9 mins ago
Madura PradeepMadura Pradeep
1062
$endgroup$
add a comment |
$begingroup$
I have a name, gender labeled dataset and I know the frequency of particular name can occurred in the dataset. I want to develop a neural network which predict gender when given the name as an input. On the other hand name frequency is an important feature as it indicate the level of confidence of the class label.
How can I give the frequency as an input to the neural network which only available at training time?
neural-network feature-selection feature-engineering
asked 9 mins ago
Madura PradeepMadura Pradeep
1062
$endgroup$
I have a name, gender labeled dataset and I know the frequency of particular name can occurred in the dataset. I want to develop a neural network which predict gender when given the name as an input. On the other hand name frequency is an important feature as it indicate the level of confidence of the class label.
How can I give the frequency as an input to the neural network which only available at training time?
neural-network feature-selection feature-engineering
neural-network feature-selection feature-engineering
asked 9 mins ago
Madura PradeepMadura Pradeep
1062
asked 9 mins ago
Madura PradeepMadura Pradeep
1062
asked 9 mins ago
Madura PradeepMadura Pradeep
1062
asked 9 mins ago
Madura PradeepMadura Pradeep
1062
asked 9 mins ago
Madura PradeepMadura Pradeep
1062
1062
add a comment |
add a comment |
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