Next Gen Music Player
#Weather 1.songs not heard : Initial prediction based on genre and the music learner equation 2.Same song will be rated differently on different weather occasions
It will be better to keep track of genre: more preference to genre over artist
3.Later, we can have a General Mode : where songs will be predicted purely on the basis of how the user reacts to the song till now its independent of time
4.other Climate Mode : User listens to certain no of songs. Many songs are not heard yet . SIMPLE understands the features of the song heard during that climate mode.
#Confusion Rain can have "3 parameters" ...each parameter will have 3 other internal parameters : [np1,np2,np3][genre,artist,heard] club these parameters into 1 and we obtain one parameter :D
#Future Prediction Analysis 1.use logistic regression to predict the song u havent rated and measure its potential : Each Song is identified by its :[genre,artist,heard].
2.push that rating to the global policy for that weather.
3.Live audio streaming : based on correlation of interest.