If the input vectors are and initial values of three weight vectors are
, then calculate the resulting weight found after training the competitive layer with Kohonen's rule and a learning rate
of 0.5 on the input-series in order I1, I2 and I3.
The list `nums` is `[10, 20, 30, 40, _____ ______ ____ _______ __________ _____ ________ _______.
__________ ___ ____ _____ ______ _________ ____ _________.
___ ________ ___ _______ _________ _________ _____ __________ ______ _______.
__________ ___ _____ ____ ___ ________.
_____ ______.
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What is the role of loss function in machine learning algorithms? Explain any two commonly used loss functions in machine learning algorithms.
Consider the following table for the connections between the input neurons and the hidden layer neurons
If the input vectors are and initial values of three weight vectors are
, then calculate the resulting weight found after training the competitive layer with Kohonen's rule and a learning rate
of 0.5 on the input-series in order I1, I2 and I3.
Supervised Learning,
Unsupervised learning,