CODEWITHSUNDEEP
machine-learningneural-networkartificial-intelligence
Shaggy
Shaggy

Reputation: 97

Neural Network classifying data in 3 categories with no rules

Can somebody tell me if it is possible through NN ?

Upvotes: 0

Views: 84

Answers (2)

Bidhan Bhattarai
Bidhan Bhattarai

Reputation: 1060

Yes, classification can be performed for the new products on the basis of product features.

Look into One-Vs-All Classification/ Multi-class Classification method. I suggest you to divide the dataset you have into 70-80% training and 20-30% testing dataset. Then, train the neural network only with training dataset and test it's accuracy on testing dataset. This way you can measure how well your network will perform on unseen/new products. Finally, when you achieve desired performance/accuracy, save the neural net model and test it on new products.

Upvotes: 2

Tomer Levinboim
Tomer Levinboim

Reputation: 1012

Of course it is possible.

But only through experimentation (simulated on the old products you already observed) will you be able to tell if your trained NN (or any other model you choose) produces good predictions.

Upvotes: 1

Related Questions