pyclustering  0.10.1 pyclustring is a Python, C++ data mining library.
pyclustering.nnet.som.som_parameters Class Reference

Represents SOM parameters. More...

## Public Member Functions

def __init__ (self)
Creates SOM parameters.

## Public Attributes

init_type
Defines an initialization way for neuron weights (random, random in center of the input data, random distributed in data, ditributed in line with uniform grid).

init_learn_rate
Rate of learning.

Condition that defines when the learining process should be stopped. More...

random_state
Seed for random state (by default is None, current system time is used).

## Detailed Description

Represents SOM parameters.

Definition at line 69 of file som.py.

## Member Data Documentation

Condition that defines when the learining process should be stopped.

It is used when the autostop mode is on.

Definition at line 91 of file som.py.

If the initial radius is not specified (equals to None) then it will be calculated by SOM.