2018 US Non
Financial Strength Rankings using Artificial Intelligence.
TRUPANION INC. climbed 33 positions from 78 to 45 due to its excellent Policyholder Benefits and Claims. OXBRIDGE RE HOLDINGS Ltd lost 78 positions from 3 to 81 due to its bad Policyholder Benefits and Claims. ICC Holdings Inc. entered the 2018 ranking at rank 27, 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.