predictive model pitfalls Archives

4 Ways Execs Can Increase Underwriters’ Embrace of Predictive Analytics

This is the second in a series of articles by Valen Analytics looking at the hurdles that insurers must overcome to effectively implement and gain value from data analytics programs. After deciding ...

How to Identify and Overcome Bias in a Predictive Model

This is the first in a series of articles by Valen Analytics looking at the hurdles that insurers must overcome to effectively implement and gain value from data analytics programs. Becoming a ...

Predictive Modeling Pitfalls

There are many success stories featuring predictive models, but what does not get as widely reported are the failures: mistakes that range from subtle misinterpretations and minor miscues to ...

Company	Symbol	Close	1 Day Chg
Lemonade, Inc.	LMND	$74.26	+8.47%
Root, Inc.	ROOT	$62.08	+7.63%
Goosehead Insurance, Inc.	GSHD	$66.17	+3.37%
Slide Insurance Holdings, Inc.	SLDE	$17.64	+2.98%
Hippo Holdings Inc.	HIPO	$29.50	+2.01%

Company	Symbol	Close	1 Day Chg
The Allstate Corporation	ALL	$207.55	-3.55%
Horace Mann Educators Corporation	HMN	$43.18	-3.31%
The Progressive Corporation	PGR	$202.29	-2.54%
Enact Holdings, Inc.	ACT	$43.17	-2.31%
NI Holdings, Inc.	NODK	$13.57	-1.52%

* As of February 6, 2026; Source: S&P Global Market Intelligence

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predictive model pitfalls News

4 Ways Execs Can Increase Underwriters’ Embrace of Predictive Analytics

How to Identify and Overcome Bias in a Predictive Model

Predictive Modeling Pitfalls