What makes some songs become popular

Assignment Help Programming Languages

Reference no: EM133420704

Description

What makes some songs become popular? The dataset describes popular songs based on auditory features such as loudness and tempo.

Goal

Construct a model using a dataset of popular songs to predict ratings based on auditory features of the songs included in scoringData.csv. (You may use linear regression, logistic regression, feature selection e.g. Lasso, decision tree or advance tree)

Metric

Submissions will be evaluated based on RMSE (root mean squared error) (Wikipedia). Lower the RMSE, better the model.

Submission File

The submission file should be in text format (.csv) with only two columns, id and rating. The rating column must contain predicted rating. The number of decimal places to use is up to you. The file should contain a header and have the following format:

"id","rating"
50400,37.3065
96747,37.1732
1824,36.9784
67597,36.9780
86944,36.8176
85423,37.0173

Reference no: EM133420704

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