Task one analysis #20
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hey @jideilori , I think this is actually a brilliant logic and another way to go especially if we want to specifically follow what hamoye suggested regarding task one. great job overall!
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Insighful analysis. |
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yea, thanks but going through the notebook again I think I made a mistake in the notebook when separating 'animation jobs' from 'all jobs' |
Good work to start with. Try to correctly check and rectify the mistake. |
All jobs for animated and non-animated movies were extracted and one-hot encoded. logistic regression was used to classify the move as animated with value (1) or non-animated with value (0)
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@jideilori The latest commit looks spot on! Can you also compare the logistic regression to RFC, XGBC and CBC? So, the best model can be obtained. |
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Good work. Just wondering, can you possibly make the plot bars? Don't mind me, I prefer bars because it can easily show variations in values without having to do a lot of mental work. Also, I'm not quite sure I understand the arrangement of Animation and not animation in the heatmap. |
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@jideilori intuitive work! I'm curious, can we see those jobs peculiar to each classification and how frequently they occur in the dataset? |
Please kindly, review the notebook