Abstract To predict optionprobability of profit with higher accuracy Predict stock movement using machinelearning Provide different options strategy based on predicted stock movementOptions are financial instruments that are derivatives based on the value ofunderlying securities such as stocks. An options contract offers the buyer theopportunity to buy or sell—depending on the type of contract they hold—theunderlying asset.There are two kinds of options - call and put options. Foreach options there is buyer and seller with different views of the underlyingasset .Depending upon the position (buy/sell), strike price and premium paid,there are different probability of profit .
Keywords MachineLearning, Data-pre-processing, option stock prediction, Arima algorithm