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Merger-and-Acquisition
File size: 1,260 Bytes
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{
  "auc_score": 0.637896,
  "n_training_samples": 4000,
  "n_test_samples": 1000,
  "strategies": [
    "Buyout",
    "Growth Equity",
    "Private Credit",
    "Real Estate",
    "Venture Capital"
  ],
  "feature_importance": [
    {
      "feature": "vintage_year",
      "importance": 0.11542393267154694
    },
    {
      "feature": "strategy_encoded",
      "importance": 0.10856243222951889
    },
    {
      "feature": "size_rate_interaction",
      "importance": 0.09597032517194748
    },
    {
      "feature": "log_fund_size",
      "importance": 0.09247734397649765
    },
    {
      "feature": "vintage_period_encoded",
      "importance": 0.09125678986310959
    },
    {
      "feature": "valuation_regime_encoded",
      "importance": 0.09002385288476944
    },
    {
      "feature": "fund_size_mil",
      "importance": 0.08776531368494034
    },
    {
      "feature": "macro_interest_rate_at_launch",
      "importance": 0.0861460268497467
    },
    {
      "feature": "pe_rate_interaction",
      "importance": 0.08553886413574219
    },
    {
      "feature": "public_market_pe_at_launch",
      "importance": 0.08000066876411438
    },
    {
      "feature": "rate_regime_encoded",
      "importance": 0.0668344721198082
    }
  ]
}