Concepedia

Weight Of Evidence Encoding

Weight of Evidence Encoding is a categorical encoding technique that transforms categorical variables into continuous numerical values based on the logarithmic ratio of the conditional probabilities of the target class given each category, thereby reflecting the discriminative power of each category with respect to the outcome.

13

Publications

1.7K

Citations

17

Authors

9

Institutions

Publications per year

2017–2026

1

Parents

Publications

13

Probability and the Weighing of Evidence.

P. A. M., I. J. Good · Journal of the Royal Statistical Society Series A (General) · 1950 · 758 citations

, , +9

Probability and the Weighing of Evidence.

Leonard J. Savage, I. J. Good · Journal of the American Statistical Association · 1951 · 437 citations

, , +9

Probability and the Weighting of Evidence.

F. N. David, I. J. Good · Biometrika · 1951 · 148 citations

, , +9

Juror reactions to DNA evidence: Errors and expectancies.

Jason Schklar, Shari Seidman Diamond · Law and Human Behavior · 1999 · 105 citations

, , +17

A Comparison of the Weights-of-Evidence Method and Probabilistic Neural Networks

Donald A. Singer, Ryoichi Kouda · Natural Resources Research · 1999 · 86 citations

, , +9

1–5 of 13

Authors

17

  1. IJ
    I. J. Good

    Virginia Tech, United States

    5 publications · 1.4K citations

    5

    h-index

  2. AK
    Andrea Kulakov

    Ss. Cyril and Methodius University in Skopje, North Macedonia

    2 publications · 53 citations

    2

    h-index

  3. PL
    Petre Lameski

    Ss. Cyril and Methodius University in Skopje, North Macedonia

    2 publications · 53 citations

    2

    h-index

  4. EZ
    Eftim Zdravevski

    Ss. Cyril and Methodius University in Skopje, North Macedonia

    2 publications · 53 citations

    2

    h-index

  5. LJ
    Leonard J. Savage

    Yale University, United States

    1 publications · 437 citations

    1

    h-index

1–5 of 17

Institutions

9

  1. Ss. Cyril and Methodius University in Skopje

    Skopje, North Macedonia

    2 h-index

    5 publications

    122 citations

  2. GeoInformation (United Kingdom)

    Cambridge, United Kingdom

    1 h-index

    1 publications

    29 citations

  3. York University

    Toronto, Canada

    1 h-index

    1 publications

    34 citations

  4. Monash University

    Melbourne, Australia

    1 h-index

    1 publications

    43 citations

  5. China University of Geosciences (Beijing)

    Beijing, China

    1 h-index

    1 publications

    34 citations

  6. China University of Geosciences

    Wuhan, China

    1 h-index

    1 publications

    34 citations

  7. TU Bergakademie Freiberg

    Freiberg, Germany

    1 h-index

    1 publications

    29 citations

  8. University of Illinois Chicago

    Chicago, United States

    1 h-index

    2 publications

    210 citations

1–8 of 9

Venues

  1. Mathematical Geosciences

    2 publications · 63 citations

    2

    h-index

  2. Journal of Statistical Computation and Simulation

    JSCS · 2 publications · 25 citations

    2

    h-index

  3. 1

    h-index

  4. Environmental Health Perspectives

    EHP · 1 publications · 13 citations

    1

    h-index

  5. 1

    h-index

1–5