Arbitrage Trading Based on Machine Learning: Returns up to 7.63% in 3 Days

Arbitrage Trading

This Bovespa Stock forecast was generated by the I Know First Algorithm through its analysis of market data and is part of the By Country Package. The full forecast includes daily predictions for a total of 20 stocks with bullish and bearish signals:

  • Top 10 Bovespa stocks for the long position
  • Top 10 Bovespa stocks for the short position


Package Name: Bovespa
Recommended Positions: Long
Forecast Length: 3 Days (06/28/2018 – 07/01/2018)
I Know First Average: 2.46%
Arbitrage Trading

In this 3 Days forecast for the Bovespa Package, there were many high performing trades and the algorithm correctly predicted 8 out 10 trades. The top-performing prediction in this forecast was BBAS3.SA, which registered a return of 7.63%. Other notable stocks were PETR4.SA and CMIG4.SA with a return of 3.87% and 3.69%. The package had an overall average return of 2.46%, providing investors with a premium of 1.77% over the S&P 500’s return of 0.69% during the same period.

Banco do Brasil SA is a Brazil-based financial institution (the Bank) primarily engaged in the banking sector. The Bank’s activities are divided into five business segments: Banking, which offers deposits, loans and other banking services in the retail, corporate, wholesale and public sectors; Investments, which focuses on the structuring and distribution of debt and equity instruments in Brazilian primary and secondary capital markets; Fund management, which is mainly responsible for the purchase, sale and custody of securities, as well as portfolio management; Insurance, which provides products and services related to life, property and automobile insurance, private pension and capitalization plans, and Electronic payments, which includes services related to administration of credit and debit cards, such as capture, transmission, processing and financial settlement. The Bank operates through numerous subsidiaries in the domestic and international market.

Algorithmic traders utilize these daily forecasts by the I Know First market prediction system as a tool to enhance portfolio performance, verify their own analysis and act on market opportunities faster. This forecast was sent to current I Know First subscribers.

How to interpret this diagram

Algorithmic Stock Forecast: The table on the left is a stock forecast produced by I Know First’s algorithm. Each day, subscribers receive forecasts for six different time horizons. Note that the top 10 stocks in the 1-month forecast may be different than those in the 1-year forecast. In the included table, only the relevant stocks have been included. The boxes are arranged according to their respective signal and predictability values (see below for detailed definitions). A green box represents a positive forecast, suggesting a long position, while a red represents a negative forecast, suggesting a short position.

Please note-for trading decisions use the most recent forecast. Get today’s forecast and Top stock picks.