AWS Machine Learning

FEBRUARY 2, 2023

For example, the true yardage distribution for kickoff and punts are similar but shifted, as shown in the following figure. For evaluation, we kept the metric used in the Kaggle competition, the continuous ranked probability score (CRPS) , which can be seen as an alternative to the log-likelihood that is more robust to outliers.

Calibration 76

Calibration Engineering Big data Automotive 76

NobelBiz

MARCH 26, 2024

In this article, we delve into the intricacies of CXA, explore its benefits, showcase examples, and outline best practices for implementation. Interactive Voice Response (IVR) At the core of intelligent contact center automation lies a well-calibrated IVR system. Table of Contents What Is Customer Experience Automation (CXA)?

Best practices 52

Best practices Interactive Voice Response Customer Experience Contact Center 52

AWS Machine Learning

OCTOBER 5, 2022

The decision tree provided the cut-offs for each metric, which we included as rules-based logic in the streaming application. At the end, we found that the LightGBM model worked best with well-calibrated accuracy metrics. For examples of using Amazon Kinesis for streaming, refer to Learning Amazon Kinesis Development.

Calibration 93

Calibration Engineering Automotive Analytics 93

AWS Machine Learning

JULY 3, 2023

For example, the following figure shows a 3D bounding box around a car in the Point Cloud view for LiDAR data, aligned orthogonal LiDAR views on the side, and seven different camera streams with projected labels of the bounding box. Ground Truth’s automated data labeling functionality is an example of active learning.

Calibration 84

Calibration APIs Scripts Automotive 84