Plot S-Curve for a LSH with given hyperparameters
Usage
jaccard_curve(n_bands, band_width)
Arguments
- n_bands
The number of LSH bands calculated
- band_width
The number of hashes in each band
Value
A plot showing the probability a pair is proposed as a match, given
the Jaccard similarity of the two items.
Examples
# Plot the probability two pairs will be matched as a function of their
# jaccard similarity, given the hyperparameters n_bands and band_width.
jaccard_curve(40, 6)
