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In this thesis it was evaluated whether it is possible to risk-adjusted outperform the naive, buy and hold, approach for Swedish, listed investment companies. The key metric for this objective was, first and foremost, the Sharpe ratio and secondly the Sortino ratio. To do this, a random forest model was used along with a regime filter. The prediction horizon was one day meaning that at the end of
