How to get number of occurrences in R for Naive Bayes Classification -


i pretty new r , trying analyse example dataset started naive bayes classification.

day     outlook  temperature    humidity    wind    play 1       sunny    hot            high        weak    no   2       sunny    hot            high        strong  no   3       overcast hot            high        weak    yes   4       rain     mild           high        weak    yes   5       rain     cool           normal      weak    yes   6       rain     cool           normal      strong  no   7       overcast cool           normal      strong  yes   8       sunny    mild           high        weak    no   9       sunny    cool           normal      weak    yes   10      rain     mild           normal      weak    yes   11      sunny    mild           normal      strong  yes   12      overcast mild           high        strong  yes   13      overcast hot            normal      weak    yes   14      rain     mild           high        strong  no   

i have been able use table() function number of occurrences of each value categorical variables outlook, temperature, humidity, wind , play. proceed next stage need calculate corresponding number of occurrences of each value of categorical variables particular target class value of yes , no. example know number of occurrences of x(outlook=sunny,play=no) 2 above dataset, command should use desired result?

note: know naive bayes 1 calculates probability more interested in getting frequency in case.

are looking this:

by(df[-1], df$play, sapply, table) 

? (assuming df dataframe.)

result:

df$play: no $outlook  overcast     rain    sunny         0        2        3   $temperature  cool  hot mild     1    2    2   $humidity    high normal       4      1   $wind  strong   weak       3      2   $play   no yes    5   0   -----------------------------------------------------------------------------------------------------------------------------  df$play: yes $outlook  overcast     rain    sunny         4        3        2   $temperature  cool  hot mild     3    2    4   $humidity    high normal       3      6   $wind  strong   weak       3      6   $play   no yes    0   9  

Comments

Popular posts from this blog

c# - How Configure Devart dotConnect for SQLite Code First? -

c++ - Clear the memory after returning a vector in a function -

erlang - Saving a digraph to mnesia is hindered because of its side-effects -