Enum: MLAlgorithmEnum

URI: [namo:MLAlgorithmEnum](https://w3id.org/monarch-initiative/namo/MLAlgorithmEnum) ## Permissible Values | Value | Meaning | Description | | --- | --- | --- | | RANDOM_FOREST | None | Random Forest algorithm | | SUPPORT_VECTOR_MACHINE | OBI:0000700 | Support Vector Machine | | NEURAL_NETWORK | None | Artificial Neural Networks | | DEEP_LEARNING | None | Deep learning models | | GRADIENT_BOOSTING | MESH:D000098404 | Gradient boosting methods | | LINEAR_REGRESSION | OBI:0200103 | Linear regression models | | LOGISTIC_REGRESSION | OBI:0200002 | Logistic regression models | | NAIVE_BAYES | None | Naive Bayes classifier | | K_MEANS | OBI:0200041 | K-means clustering | | REINFORCEMENT_LEARNING | None | Reinforcement learning approaches | ## Slots | Name | Description | | --- | --- | | [ml_algorithm](ml_algorithm.md) | Type of machine learning algorithm used | ## Identifier and Mapping Information ### Schema Source * from schema: https://w3id.org/monarch-initiative/namo ## LinkML Source

name: MLAlgorithmEnum
from_schema: https://w3id.org/monarch-initiative/namo
rank: 1000
permissible_values:
  RANDOM_FOREST:
    text: RANDOM_FOREST
    description: Random Forest algorithm
  SUPPORT_VECTOR_MACHINE:
    text: SUPPORT_VECTOR_MACHINE
    description: Support Vector Machine
    meaning: OBI:0000700
  NEURAL_NETWORK:
    text: NEURAL_NETWORK
    description: Artificial Neural Networks
  DEEP_LEARNING:
    text: DEEP_LEARNING
    description: Deep learning models
  GRADIENT_BOOSTING:
    text: GRADIENT_BOOSTING
    description: Gradient boosting methods
    meaning: MESH:D000098404
  LINEAR_REGRESSION:
    text: LINEAR_REGRESSION
    description: Linear regression models
    meaning: OBI:0200103
  LOGISTIC_REGRESSION:
    text: LOGISTIC_REGRESSION
    description: Logistic regression models
    meaning: OBI:0200002
  NAIVE_BAYES:
    text: NAIVE_BAYES
    description: Naive Bayes classifier
  K_MEANS:
    text: K_MEANS
    description: K-means clustering
    meaning: OBI:0200041
  REINFORCEMENT_LEARNING:
    text: REINFORCEMENT_LEARNING
    description: Reinforcement learning approaches