International Journal of Computational Linguistics Research Milos Stojanovic, Ivana Markovic, Jelena Z. Stankovic and Stevica Cvetkovic 13 2 2022 https://doi.org/10.6025/jcl/2022/13/2/44-51 https://www.dline.info/jcl/fulltext/v13n2/jclv13n2_3.pdf For the stock market analysis we have used extreme learning machines. We have deployed the feature extraction with technical parameters. The Extreme Learning Machines that use the single layer neural networks is used for classification. For comparative evaluation we have used the stock market index and further applied the model training and testing.