The other two answers are great, I'll just add a two pictures as well as one synonym.

K-fold cross-validation (kFCV):

Monte Carlo cross-validation (MCCV) = Repeated random sub-sampling validation (RRSSV):

References:

The pictures come from (1) (pages 64 and 65), and the synonym is mentioned in (1) and (2).

• (1) Remesan, Renji, and Jimson Mathew. Hydrological Data Driven Modelling: A Case Study Approach. Vol. 1. Springer, 2014.

• (2) Dubitzky, Werner, Martin Granzow, and Daniel P. Berrar, eds. Fundamentals of data mining in genomics and proteomics. Springer Science & Business Media, 2007.

The other two answers are great, I'll just add a two pictures as well as one synonym.

K-fold cross-validation (kFCV):

Monte Carlo cross-validation (MCCV) = Repeated random sub-sampling validation (RRSSV):

References:

The pictures come from (1) (pages 64 and 65), and the synonym is mentioned in (1) and (2).

• (1) Remesan, Renji, and Jimson Mathew. Hydrological Data Driven Modelling: A Case Study Approach. Vol. 1. Springer, 2014.

• (2) Dubitzky, Werner, Martin Granzow, and Daniel P. Berrar, eds. Fundamentals of data mining in genomics and proteomics. Springer Science & Business Media, 2007.

The other two answers are great, I'll just add a two pictures as well as one synonym.

K-fold cross-validation (kFCV):

Monte Carlo cross-validation (MCCV) = Repeated random sub-sampling validation (RRSSV)

References:

The pictures come from (1) (pages 64 and 65), and the synonym is mentioned in (1) and (2).

• (1) Remesan, Renji, and Jimson Mathew. Hydrological Data Driven Modelling: A Case Study Approach. Vol. 1. Springer, 2014.

• (2) Dubitzky, Werner, Martin Granzow, and Daniel P. Berrar, eds. Fundamentals of data mining in genomics and proteomics. Springer Science & Business Media, 2007.

The other two answers are great, I'll just add a two pictures as well as one synonym.

K-fold cross-validation (kFCV):

Monte Carlo cross-validation (MCCV) = Repeated random sub-sampling validation (RRSSV):

References:

The pictures come from (1) (pages 64 and 65), and the synonym is mentioned in (1) and (2).

• (1) Remesan, Renji, and Jimson Mathew. Hydrological Data Driven Modelling: A Case Study Approach. Vol. 1. Springer, 2014.

• (2) Dubitzky, Werner, Martin Granzow, and Daniel P. Berrar, eds. Fundamentals of data mining in genomics and proteomics. Springer Science & Business Media, 2007.