package oml

You can search for identifiers within the package.

in-package search v0.2.0

oml
- Lacaml_stats
- Oml
  - Classify
    
    BinomialNaiveBayes
    
    D
    
    CategoricalNaiveBayes
    
    D
    
    Category_encoded_data_intf
    
    Classifier_intf
    
    Continuous_encoded_data_intf
    
    Data_intf
    
    Dummy_encoded_data_intf
    
    Estimate_optional_arg_intf
    
    GaussianNaiveBayes
    
    D
    
    Generative_intf
    
    LogisticRegression
    
    D
  - Continued_fraction
  - Descriptive
  - Distributions
  - Estimations
  - Functions
  - Inference
  - Matrices
  - Measures
  - Pca
  - Regression
    
    LINEAR_MODEL
    
    Multivariate
    
    Tikhonov
    
    Univarite
  - Running
  - Sampling
    
    Poly
  - Solvers
  - Svd
  - Util
    
    Array
    
    Float
  - Vectors
- Rank

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Class type

type input = float

type t

val describe : t -> string

type spec = float array

val eval : t -> input -> float

val regress : spec option -> pred:input array -> resp:float array -> t

val residuals : t -> float array

val coefficients : t -> float array

val alpha : t -> float

val beta : t -> float

val confidence_interval : t -> alpha:float -> input -> float * float

val prediction_interval : t -> alpha:float -> input -> float * float