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-4.0.tbz
sha256=58ba1e38721795b306c860b56aaeba971be586cd55fb96e3ec8af72dd005101b
sha512=f1b3b9899660745598cebe7ecb52a39e9e16dcb7352381ea75a80d2afa988437130c00bf66355991421d4cb3dc06b02c185f7d4bdcc1c86dfcde8084bd01a654

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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