geom_linearclassifier: Plot linear RSSL classifier boundary

In jkrijthe/RSSL: Implementations of Semi-Supervised Learning Approaches for Classification

Plot linear RSSL classifier boundary

Description

Plot linear RSSL classifier boundary

Usage

geom_linearclassifier(..., show_guide = TRUE)

Arguments

...	List of trained classifiers
show_guide	logical (default: TRUE); Show legend

Examples

library(ggplot2)
library(dplyr)

df <- generate2ClassGaussian(100,d=2,var=0.2) %>% 
 add_missinglabels_mar(Class~., 0.8)

df %>% 
 ggplot(aes(x=X1,y=X2,color=Class)) +
 geom_point() +
 geom_linearclassifier("Supervised"=LinearDiscriminantClassifier(Class~.,df),
                       "EM"=EMLinearDiscriminantClassifier(Class~.,df))

jkrijthe/RSSL documentation built on Jan. 13, 2024, 1:56 a.m.