package caisar

  1. Overview
  2. Docs
A platform for characterizing the safety and robustness of artificial intelligence based software

Install

Dune Dependency

git.frama-c.com Readme Changelog Edit opam file Versions (7)

Authors

  1. A
    AISER team, Software Safety and Security Laboratory, CEA-List

Maintainers

  1. A
    AISER team, Software Safety and Security Laboratory, CEA-List

Sources

caisar-2.0.tbz
sha256=3d24d2940eed0921acba158a8970687743c401c6a99d0aac8ed6dcfedca1429c
sha512=0b4484c0e080b8ba22722fe9d5665f9015ebf1648ac89c566a978dd54e3e061acb63edd92e078eed310e26f3e8ad2c48f3682a24af2acb1f0633da12f7966a38

doc/caisar.xgboost/Caisar_xgboost/Tree/index.html

Module Caisar_xgboost.TreeSource

Sourcetype tree =
  1. | Split of {
    1. split_indice : int;
    2. split_condition : float;
    3. left : tree;
    4. right : tree;
    5. missing : [ `Left ];
    }
  2. | Leaf of {
    1. leaf_value : float;
    }
Sourcetype op =
  1. | Identity
  2. | Sigmoid
Sourcetype t = {
  1. base_score : float;
  2. trees : tree array;
  3. after_sum : op;
}

the value is op(base_score + sum(tree))

Sourceval convert : Parser.t -> t
Sourceval predict : t -> Input.t -> float
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