line-plots-CRF-v2.0.R
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# Based on http://www.sthda.com/english/wiki/ggplot2-line-plot-quick-start-guide-r-software-and-data-visualization
library(ggplot2)
#library(ggpubr)
#library(cowplot)
######### BEST MODEL ##########
# Solo condiciones con F1-score > 0
# Run 6 (report_Run6_v11.txt)
df <- data.frame(Measure=rep(c("Precision", "Recall", "F1-score"), each=11),
Strategy=rep(c(
"Air",
"Anti",
"Gtype",
"Med",
"OD",
"pH",
"Phase",
"Supp",
"Technique",
"Temp",
"Vess"
),3),
Score=c(
0.565,
1,
0.889,
1,
1,
1,
0.882,
0.811,
1,
0.923,
1,
0.377,
1,
0.847,
0.943,
0.818,
1,
1,
0.799,
0.913,
0.828,
1,
0.452,
1,
0.867,
0.971,
0.9,
1,
0.938,
0.805,
0.955,
0.873,
1
))
head(df)
pa<-ggplot(df, aes(x=Strategy, y=Score, group=Measure)) +
geom_line(aes(color=Measure))+
geom_point(aes(color=Measure))+
scale_color_manual(values=c("#999999", "#E69F00", "#56B4E9"))+
#scale_color_manual(values=c("#e6194b", "#3cb44b", "#0082c8"))+
#geom_text(aes(label = Score))+
labs(title="Scores by condition (Best model, Run1)",x="Condition", y = "Score")+
theme(
legend.position="top",
# Centrar título: plot.title = element_text(hjust = 0.5),
axis.line = element_line(colour = "gray"),
panel.background = element_blank(),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
panel.border = element_blank()
)
pa
ggsave(".png")