nuget
A helper module for encode the feature vector into numeric feature
Encoder
01 Syntax
Microsoft.VisualBasic.DataMining.FeatureFrame.Encoder
02 Methods
| Name | Overloads | Summary |
|---|---|---|
| Encoding | 1 | Try to encode all non-numeric feature vector |
| AutoEncoding | 1 | encoding a feature dataframe to a new normalized dataframe automatically. |
| Encode | 1 | auto encoder |
| AddEncodingRule | 1 |
03 Members
Encoding(
DataFrame)Try to encode all non-numeric feature vector
Parameters
| Name | Type | Description |
|---|---|---|
data | DataFrame | 不是所有的字段都需要进行编码操作的 |
AutoEncoding(
DataFrame)encoding a feature dataframe to a new normalized dataframe automatically.
Parameters
| Name | Type | Description |
|---|---|---|
data | DataFrame | - |
Encode(
FeatureVector)auto encoder
Parameters
| Name | Type | Description |
|---|---|---|
feature | FeatureVector | - |
Returns
this will make all feature data type as the numeric value
AddEncodingRule(
String, FeatureEncoder)