All Questions
Tagged with perceptron linear-model
5 questions
1
vote
2
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90
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ADALINE simple implementation with 2 features bug
I am reading Machine Learning with PyTorch and Ski-kit learn book by Sebastian Raschka
While plotting the decision boundary (a line in this case, since the number of features considered = 2) I can't ...
- 21
5
votes
2
answers
177
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Confusion regarding the criteria for defining a ML model as a linear model
I am confused about the criteria which determines whether a model is linear or not. As far as I understand, the following statements are equivalent :
A model is linear
Output class label is a linear ...
- 53
1
vote
1
answer
260
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Different results for Logistic Regression (wrong) and Perceptron (correct)
To help me with some understanding, I'm trying to learn the Logical AND and Logical OR using Linear Regression trained over the following data:
...
- 207
1
vote
1
answer
276
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No need for bias term if data is standardised? Linear classification models
For linear classification models, e.g. perceptron, bias term allows to move separating hyperplane away from origin. If data is scattered around the zero does that mean that we don't need bias term?
- 59
2
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1
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3k
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Using Adaptive Linear Neurons (Adalines) and Perceptrons for 0-1 class problems
I am wondering how to adjust the Adaline algorithm to classify the classes 0 and 1 instead of -1 and 1.
I found a section in
Neural Networks and Statistical Learning by Ke-Lin Du, M. N. S. Swamy ...
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