Win Rate Optimization 1.1

This document summarizes major improvements and fixes introduced in the Accelerate Win Rate Optimization package release version.

Version

1.1

Release Date

New Features and Improvements

New Feature Description

ID

It is now possible to display analytic sigmoid curves for markup, discount, and price index in the 'Impact on the Win Rate' chart.

PFPCS-9970

The values in the Evaluation/Overview section are now based on analytical fits, improving the accuracy of the expected win rate, optimal price, and other key metrics.

PFPCS-9977

It is now possible to configure the Win Rate model mapping directly within Platform Manager.

PFPCS-10019

Feature and pairwise impact values are now displayed as percentages for better readability.

PFPCS-10037

The calculation of price points is now stopped when the win rate already reaches zero, improving performance.

PFPCS-10059

It is now possible to ignore certain fields during the model calculation.

PFPCS-10062

A Root Mean Square Error (RMSE) score is now provided for each fitting to help evaluate model accuracy.

PFPCS-10064

The labels for price_index, discount_pct, and margin_markup have been improved for better user-friendliness.

PFPCS-10069

Outliers are now cleaned to improve the Win Rate model's accuracy.

PFPCS-10070

The layout of the model configuration screen has been reorganized for better clarity.

PFPCS-10080

The outlier detection method has been changed to improve the Win Rate model.

PFPCS-10104

A specific fitting for the price index has been implemented.

PFPCS-10149

Batch evaluation for the Win Rate model is now available.

PFPCS-10176

The timeout for the evaluation logic has been increased.

PFPCS-10220

The 'base win rate' has been added to the batch evaluation results.

PFPCS-10275

Fixed Issues

Bug Description

ID

Selecting a null value for Win or Loss filters out corresponding rows from the model scope.

PFPCS-9897

A 503 Server Error: Service Unavailable error occurs when recalculating a Model Object.

PFPCS-9940

The 'Revenue at List Price' field in the Definition step cannot be cleared.

PFPCS-10248

Using a field from the Definition step also as a Categorical feature causes a timeout during the evaluation.

PFPCS-10279

Error Each lower bound must be strictly less than each upper bound appears during calculation.

PFPCS-10282