2023 US Non
Financial Strength Rankings using Artificial Intelligence.
Kingsway Financial Services Inc climbed 51 positions from 64 to 13 due to its excellent Insurance Commissions and Fees. MERCURY GENERAL CORP lost 40 positions from 18 to 58 due to its bad Policyholder Benefits and Claims. FG Financial Group Inc. entered the 2023 ranking at rank 3, making it the best newcomer.
| Rank | Company | Seal | Rating Value | Trend |
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Feature Distribution Plot
The Feature Distribution shows the main industry variables and the distribution of their impact on financial strength. The more important a variable, the broader the distribution. As the effects are calculated relative to the industry average, half of the companies have a positive effect (green) and half have a negative effect (red).
Regression Plot
The Regression Plot compares the forecasted company valuation with the observed stock market values. A positive correlation suggests that the model effectively explains market prices.
Feature Importance
The Feature Importance Graph highlights the most important industry features for the industry. These variables have the greatest impact on financial health, shown as the last variable at the bottom of the causal graph.