label​Count:​fixed

A fixed limit on the number of labels.

{
  "type": "labelCount:fixed",
  "value": 10000
}

label​Count:​progressive

A limit that scales progressively with the number of documents.

{
  "type": "labelCount:progressive",
  "exponent": 0.75,
  "max": "unlimited",
  "min": 0,
  "multiplier": 2
}

Lingo4G uses the following formula to compute the limit:

Where

$N$

is the number of documents from which Lingo4G collects labels,

$p_{\min }$

is the min property,

$p_{\max }$

is the max property,

$p_{\mathrm{multiplier}}$

is the multiplier property,

$p_{\mathrm{exponent}}$

is the exponent property.

Intuitively, the formula above computes the label limit between the provided minimum and maximum values, but scaling it progressively with the number of documents. The following table shows a few example $p_{\mathrm{multiplier}}*N^{p_{\mathrm{exponent}}}$ component values for an increasing number of documents.

label​Count:​unlimited

This component specifies no limit on the number of labels.

{
  "type": "labelCount:unlimited"
}