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()
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Release files for ds-pricing-framework 0.1.14
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Source distribution (sdist)
| File | Size | Uploaded | |
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| ds-pricing-framework-0.1.14.tar.gz | 5.1 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| ds_pricing_framework-0.1.14-py3-none-any.whl | Python 3 | none | any | Details |
Total release size:11.2 kB
Release files / ds-pricing-framework-0.1.14.tar.gz
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