nuget
SOM: Self-Organizing Map
SelfOrganizingMap
01 Syntax
Microsoft.VisualBasic.DataMining.SelfOrganizingMap
02 Methods
| Name | Overloads | Summary |
|---|---|---|
| .ctor | 1 | |
| embeddings | 1 | |
| train | 1 | |
| clusterId | 1 | matrix data clustering |
03 Properties
| Name | Overloads | Summary |
|---|---|---|
| depth | 1 | data channel depth |
| numberOfNeurons | 1 | |
| class_id | 1 |
04 Fields
| Name | Overloads | Summary |
|---|---|---|
| neuronWeights | 1 | weight matrix |
05 Members
#ctor(
Int32, Int32)Parameters
| Name | Type | Description |
|---|---|---|
numberOfNeurons | Int32 | number of the neurons |
embeddings
train(
Double()(), Double, Double, Int32)Parameters
| Name | Type | Description |
|---|---|---|
pixels | Double()() | dataset for run the training, data should be an rectangle array, with 2nd dimension size should be equals to SelfOrganizingMap.depth. |
clusterId
matrix data clustering
depth
data channel depth
neuronWeights
weight matrix
numberOfNeurons
class_id