diff options
Diffstat (limited to 'man/gensvm.Rd')
| -rw-r--r-- | man/gensvm.Rd | 15 |
1 files changed, 6 insertions, 9 deletions
diff --git a/man/gensvm.Rd b/man/gensvm.Rd index cee2b35..18bcd52 100644 --- a/man/gensvm.Rd +++ b/man/gensvm.Rd @@ -99,14 +99,11 @@ the user. x <- iris[, -5] y <- iris[, 5] -# fit using the default parameters -fit <- gensvm(x, y) - -# fit and show progress +# fit using the default parameters and show progress fit <- gensvm(x, y, verbose=TRUE) # fit with some changed parameters -fit <- gensvm(x, y, lambda=1e-8) +fit <- gensvm(x, y, lambda=1e-6) # Early stopping defined through epsilon fit <- gensvm(x, y, epsilon=1e-3) @@ -115,12 +112,12 @@ fit <- gensvm(x, y, epsilon=1e-3) fit <- gensvm(x, y, max.iter=1000) # Nonlinear training -fit <- gensvm(x, y, kernel='rbf', max.iter=5000) -fit <- gensvm(x, y, kernel='poly', degree=2, gamma=1.0, max.iter=5000) +fit <- gensvm(x, y, kernel='rbf', max.iter=1000) +fit <- gensvm(x, y, kernel='poly', degree=2, gamma=1.0, max.iter=1000) # Setting the random seed and comparing results -fit <- gensvm(x, y, random.seed=123) -fit2 <- gensvm(x, y, random.seed=123) +fit <- gensvm(x, y, random.seed=123, max.iter=1000) +fit2 <- gensvm(x, y, random.seed=123, max.iter=1000) all.equal(coef(fit), coef(fit2)) |