[s3e12] — Every Man

Ready to start winning?

[s3e12] — Every Man

Ready to start winning?

Play Fantasy Stocks on Investro and WIN REAL CASH

Fantasy Stocks is a game in which players create a virtual basket of select stocks from NIFTY50 or DOW30; that they believe will increase or decrease in value. They compete with other players who make their own virtual basket of stocks. Points are calculated as per the selected stocks’ real-life performance and trend. The one with the maximum points wins.

Select Trend

Choose a trend that you want to play

Create Basket

Use your skills to pick the right stocks [S3E12] Every Man

Join Contests

Choose between different contests and win cash : A critical "feature" of a winning workflow

How to Play Fantasy Stocks?

Download the Investro app on your device
Select a session between Uptrend and Downtrend. In Uptrend sessions, positive points are earned when stock prices move up; in Downtrend sessions, positive points are earned when stock prices move down
Create a basket with 6 stocks of your choice from either NIFTY50 or DOW30. Use the screener to filter stocks in different categories.
Once you have selected your 6 stocks, assign a Superstar Stock and Star Stock for your basket that will give you 2X and 1.5X points respectively
Join any public, private, head-to-head or mega contests

[s3e12] — Every Man

: A critical "feature" of a winning workflow in this episode was prioritizing the Cross-Validation (CV) score over the public leaderboard score to avoid overfitting to the small dataset. #8 Solution | Kaggle

: Instead of relying on a single model, top solutions combined multiple "weaker" models into an ensemble to improve overall predictive accuracy.

: Create new features by dividing key metrics, such as Calcium/Creatinine or Urea/Gravity , as these often reveal more about kidney stone formation than raw values alone.

To develop a high-performing feature for this specific competition, top-ranking participants focused on rather than just model selection. Key strategies included: