1. Sriya-AI models are transforming the trading industry by providing powerful tools for analyzing and predicting market trends.
  2. The dataset has 235,184 records with 8 Categorical and 14 Numerical Features.
  3. For regression, models were created with algorithms using Sriya-AI techniques like Lasso, Random forest, XGBoost, Multilayer Perceptron and Recurrent Neural Network.
  4. The Sriya-AI algorithms were able to predict the no.of trades with an average accuracy between 78% - 85%.