ds-pricing-framework 0.1.11

Read the latest Real Python tutorials

ds-pricing-framework

This package contains the following class(es):

• TriageVariable

To use the TriageVariable module, you will need to start with a pandas dataframe that has the following variables:

• ep
• il
• policy_number
• claim_indicator
• policy_gen
• age
• price_per_mile

You will also need:

• a target variable for the model (claim_indicator is the preferred variable)
• a proposed variable that you are testing, summarized at the policy level
• any variables that you would like to control for

The inputs for TriageVariable are:

• pandas dataframe
• target variable
• proposed variable
• list of control variables

Call the function run_triage which will output tables to help make a decision about the variable.

Example:

pip install ds-pricing-framework
import pricing_framework_triage as pf
triage = pf.TriageVariable(df, "claim_indicator", "prior_claim", ["package", "seasoning", "age_bucket"])
triage.run_triage()