Concepedia

Catboost Encoding

CatBoost Encoding is a categorical encoding technique that belongs to the class of target-based encoding methods, distinguished by its use of ordered target statistics computed from preceding instances in a randomly permuted dataset to mitigate target leakage and reduce overfitting.

11

Publications

679

Citations

33

Authors

19

Institutions

Publications per year

2017–2026

11

Parents

Publications

11

CatBoost model and artificial intelligence techniques for corporate failure prediction

Sami Ben Jabeur, Cheima Gharib, Salma Mefteh‐Wali et al. · Technological Forecasting and Social Change · 2021 · 376 citations

, , +16

Improved estimation of coalbed methane content using the revised estimate of depth and CatBoost algorithm: A case study from southern Sichuan Basin, China

Chengang Lu, Suian Zhang, Dan Xue et al. · Computers & Geosciences · 2021 · 61 citations

, , +13

OccupancySense: Context-based indoor occupancy detection & prediction using CatBoost model

Joy Dutta, Sarbani Roy · Applied Soft Computing · 2022 · 54 citations

, , +13

A new multi-label dataset for Web attacks CAPEC classification using machine learning techniques

Tomás Sureda Riera, Juan Ramón Bermejo Higuera, Javier Bermejo Higuera et al. · Computers & Security · 2022 · 44 citations · Full text

, , +16

Impact of Categorical Variables Encoding on Property Mass Valuation

Sebastian Gnat · Procedia Computer Science · 2021 · 29 citations · Full text

, , +15

1–5 of 11

Authors

33

  1. FX
    Fengchao Xiao

    University of Electro-Communications, Japan

    1 publications · 61 citations

    1

    h-index

  2. SG
    Sebastian Gnat

    University of Szczecin, Poland

    1 publications · 29 citations

    1

    h-index

  3. SZ
    Songhua Zhang

    Hunan Institute of Technology, China

    1 publications · 28 citations

    1

    h-index

  4. CL
    Cheng Liu

    Dalian University of Technology, China

    1 publications · 61 citations

    1

    h-index

  5. NN
    Nakka Narmada

    Amrita Vishwa Vidyapeetham, India

    1 publications · 21 citations

    1

    h-index

1–5 of 33

Institutions

19

  1. École de management de Lyon

    Lyon, France

    1 h-index

    1 publications

    376 citations

  2. Universidad Internacional De La Rioja

    Logroño, Spain

    1 h-index

    3 publications

    132 citations

  3. Vilnius University

    Vilnius, Lithuania

    1 h-index

    2 publications

    46 citations

  4. Civil Aviation University of China

    Tianjin, China

    1 h-index

    3 publications

    39 citations

  5. China University of Petroleum, Beijing

    Beijing, China

    1 h-index

    2 publications

    122 citations

  6. Universidad de Alcalá

    Alcalá de Henares, Spain

    1 h-index

    2 publications

    88 citations

  7. Amrita Vishwa Vidyapeetham

    Coimbatore, India

    1 h-index

    2 publications

    42 citations

  8. Manouba University

    Manouba, Tunisia

    1 h-index

    1 publications

    376 citations

1–8 of 19

Venues

  1. Computers & Geosciences

    CAGEO · 1 publications · 61 citations

    1

    h-index

  2. Technological Forecasting and Social Change

    1 publications · 376 citations

    1

    h-index

  3. Applied Soft Computing

    1 publications · 54 citations

    1

    h-index

  4. Signal Processing

    1 publications · 28 citations

    1

    h-index

  5. Journal of Physics Conference Series

    1 publications · 13 citations

    1

    h-index

1–5