BlockedTransformer Struct
Definition
Important
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Enum for all classification models supported by AutoML.
public readonly struct BlockedTransformer : IEquatable<Azure.ResourceManager.MachineLearning.Models.BlockedTransformer>
type BlockedTransformer = struct
Public Structure BlockedTransformer
Implements IEquatable(Of BlockedTransformer)
- Inheritance
-
BlockedTransformer
- Implements
Constructors
BlockedTransformer(String) |
Initializes a new instance of BlockedTransformer. |
Properties
CatTargetEncoder |
Target encoding for categorical data. |
CountVectorizer |
Count Vectorizer converts a collection of text documents to a matrix of token counts. |
HashOneHotEncoder |
Hashing One Hot Encoder can turn categorical variables into a limited number of new features. This is often used for high-cardinality categorical features. |
LabelEncoder |
Label encoder converts labels/categorical variables in a numerical form. |
NaiveBayes |
Naive Bayes is a classified that is used for classification of discrete features that are categorically distributed. |
OneHotEncoder |
Ohe hot encoding creates a binary feature transformation. |
TextTargetEncoder |
Target encoding for text data. |
TfIdf |
Tf-Idf stands for, term-frequency times inverse document-frequency. This is a common term weighting scheme for identifying information from documents. |
WoETargetEncoder |
Weight of Evidence encoding is a technique used to encode categorical variables. It uses the natural log of the P(1)/P(0) to create weights. |
WordEmbedding |
Word embedding helps represents words or phrases as a vector, or a series of numbers. |
Methods
Equals(BlockedTransformer) |
Indicates whether the current object is equal to another object of the same type. |
ToString() |
Returns the fully qualified type name of this instance. |
Operators
Equality(BlockedTransformer, BlockedTransformer) |
Determines if two BlockedTransformer values are the same. |
Implicit(String to BlockedTransformer) |
Converts a string to a BlockedTransformer. |
Inequality(BlockedTransformer, BlockedTransformer) |
Determines if two BlockedTransformer values are not the same. |