Cost‐sensitive machine learning to support startup investment decisions
Ronald Setty,
Yuval Elovici,
Dafna Schwartz
Abstract:SummaryIn 2022, global startup investments exceeded US$445 billion, sourced from entities like venture capital (VC) funds, angel investors, and equity crowdfunding. Despite their role in driving innovation, startup investments often fall short of S&P 500 returns. Surprisingly, the potential of artificial intelligence (AI) remains untapped by investors, despite AI's growing sway in financial decision‐making. Our empirical analysis predicts the success of 10,000 Israeli startups, utilizing diverse machine le… Show more
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