Reputation: 103
All columns' values are class labels. For example: value "1" for feature1 is <50. Namely, all features were classified. In this case, can I use the dataset for multi layer perceptron directly? Or Should I convert all columns to dummy variables?
Dataset:
feature1 feature2 feature3 target
5 1 4 1
1 1 3 0
9 3 2 1
Dummy:
feature1_5 feature1_1 feature1_9
1 0 0
0 1 0 ...
0 0 1
Upvotes: 0
Views: 25