The main contributions of this paper include the following:1.Develop a new method to identify the most valuable trading time and profit in the Forex currency market to help traders to increase the chance of winning trades and make a profit.2.Conduct an extensive analysis for a trade opened time and profit using 1,000,000 Forexdatasets from a third-party broker database based in Australia.3.Compute prediction accuracy of profit using radial basis kernel function in Support Vector Regression (SVR).4.Compare difference currency pair spreads in related to profit and trade opened time using K-means clustering.In Section 2, we describe the material and methods of the study. Section 3, we explain the results and the discussion of the results in Section 4. Finally, the study is concluded in Section Click Here
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This section discusses materials and methods used for this study:1) data collection; 2) classification and clustering framework; and 3) data analysis. Figure 1 shows the steps by step procedure to analyze the dataset and to observe the relationship between the trade open time, close timeand profit in Forex currency market to assist traders to enhance the chance of winning trades and make a profit
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