Markov Algorithm For Time Series
Last Updated on July 25, 2023 by Editorial Team
Author(s): Ashutosh Malgaonkar
Originally published on Towards AI.
Table of Contents
Markov Modeling
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I. Downloading the dataset
II. Algorithm β Going from Time Series data to Discrete Markov Modeling
III. Visualizing Error Metrics
I went here βhttps://data.world/classyprince/arxivcombineddata
and downloaded the data. This data shows submissions and downloads for arXiv by month.
In this task, I will predict the monthly submissions.
In order to go from data that is not discretized to some finite number (basically not standardized could be the right phrase) to a discretized dataset that can be used for State-Transition modeling, I need a mapping function.
Here I will use the percentile function. Excel has a… Read the full blog for free on Medium.
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