Naive Bayes

[StevenSopilidis]

Shouldn't the coefficient be
coeff = 1.0 / math.pi * math.sqrt(2.0 * math.pi) + eps
In equation of normal equation the pi is outside of sqrt

[MohdRasmil7]

The coefficient in the normal equation for the Gaussian distribution (also known as the probability density function) should indeed be:

[ \text{coeff} = \frac{1}{\sqrt{2\pi}} + \epsilon ]

where:

(\pi) represents the mathematical constant pi (approximately 3.14159).
(\epsilon) is a small value (usually added for numerical stability).
The square root of (2\pi) should be inside the square root, not outside. Here’s the corrected expression:

[ \text{coeff} = \frac{1}{\sqrt{2\pi}} + \epsilon ]

[StevenSopilidis]

Nice