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This is higher than the accuracy of 82.72% found by Mungekar using the Random Forest technique and slightly different characteristics of a song.

With the analysis of the specific characteristics of each song provided by the Spotify API, Random Forest is the most successful algorithm for predicting whether a user will like a song with an accuracy of 84%. The algorithms explored include Logistic Regression, Naive Bayes, Sequential Minimal Optimization (SMO), Multilayer Perceptron (Neural Network), Nearest Neighbor, and Random Forest. In this paper, 6 machine learning algorithms and their individual accuracy for predicting whether a user will like a song are explored across 3 different platforms including Weka, SKLearn, and Orange. There are lots of current technological advancements in AI due to the competition between music platform owners such as Spotify, Pandora, and more. Do not spam them with follow-up requests either.Artificial Intelligence (AI ) has been very successful in creating and predicting music playlists for online users based on their data data received from users experience using the app such as searching the songs they like.

Respect their method and you will have no problem. Respect the Guidelines - As stated earlier each blog has a process for how they want music to be submitted. Trust the process and believe in your music. Do not offer to pay for a spot on their playlists. These curators are passionate about their work and want to provide the most authentic and pleasing experience for their listeners. Integrity - Many of these free sites state that they are not interested in your money and will not include your music on their playlist if you offer to pay them. Reflect on what approach would work best for you and make it a part of your plan. You are able to submit your music after your release as well. Try submitting your music once you have distributed your music or a week before the release.

Strategic Submission - If you are planning for your release you can make the Spotify submission process a part of your release strategy. If you are looking for more information be sure to check out our past blog post on Spotify For Artists. Artist Profile - Be sure to have your Spotify for Artist profile setup before submitting.