package oml

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in-package search v0.2.0

oml
- Oml
  - Classification
    
    Classifier_interfaces
    
    Classifier
    
    Generative
    
    Input_interfaces
    
    Category_encoded_data
    
    Continuous_encoded_data
    
    Data
    
    Dummy_encoded_data
    
    Naive_bayes
    
    Binomial
    
    D
    
    Categorical
    
    D
    
    Performance
    
    Probabilities
  - Online
    
    Make
    
    Update
    
    Update_rules
  - Regression
    
    Interfaces
    
    Linear_model
    
    Interpolate
    
    Spline
    
    Tri_Diagonal
    
    Univariate
  - Statistics
    
    Continued_fraction
    
    Descriptive
    
    Functions
    
    Measures
    
    Sampling
    
    Poly
  - Uncategorized
    
    Estimations
    
    Matrices
    
    Solvers
    
    Vectors
  - Util
    
    Array
    
    Floatarray
    
    Float
    
    Kahan
    
    List
    
    Optional_arg_intf

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include module type of Oml_performance

type binary = {

predicted : bool;
probability : float;
actual : bool;

}

type descriptive_statistics = {

sensitivity : float;
specificity : float;
positive_predictive : float;
negative_predictive : float;
accuracy : float;
area_under_curve : float;

}

val evaluate_performance : binary list -> descriptive_statistics

val cross_validated_auc : (float * float) array -> float