exact_mloe_mmom: Mean Misspecification of the Mean Square Error (MMOM) and...

In ecrc/exageostatR: R Package Demonstrates the R / C Language Interface for Exageostat

Mean Misspecification of the Mean Square Error (MMOM) and Mean Loss of Efficiency (MLOE) using exact method

Description

Mean Misspecification of the Mean Square Error (MMOM) and Mean Loss of Efficiency (MLOE) using exact method

Usage

exact_mloe_mmom(
  data = list(x_train, y_train, z_train, x_test, y_test),
  kernel = c("ugsm-s", "ugsmn-s", "ugnsm-s", "bgsfm-s", "bgsbm-s", "ugsm-s", "ugsm-st"),
  dmetric = c("euclidean", "great_circle"),
  est_theta,
  true_theta,
  computation = 0
)

Arguments

dmetric	string - distance metric - "euclidean" or "great_circle"
data:	list of training and testing vectors
kernel:	string - kernel ("ugsm-s", "ugsmn-s", "bgsfm-s", "bgspm-s", "tgspm-s", "ugsm-st", "bgsm-st")
est_theta:	list of n parameters (estimated theta)
true_theta:	list of n parameters (true theta)
computation:	integer - should be always dense

Value

vector of MLOE/MMOM values

ecrc/exageostatR documentation built on June 9, 2025, 9:06 p.m.