GenAI Performance Measurement Tool Macro F1
The Macro F1 (F1-Macro) is a performance measurement tool used to evaluate the quality of machine learning models, including Generative
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Use Predactica’s intuitive and unified portal SaaS to perform all your data science activities including:
Proactively monitor and recalibrate predictive models, maintaining their accuracy and reliability over time.
Unlock the black box AI models by explaining the model decisions and making them trustworthy.
A centralised operational view of all production deployed models for insights and actionable steps.
Monitor key model performance metrics like Accuracy, Precision etc. over time and take actionable steps as needed.
Explore different data input scenarios and their impact on model outcomes to simulate desired outcome.
With native integration to Snowflake data cloud and other external data sources through connectors, seamlessly connect to multiple data sources through intuitive data ingestion flow.
Using built in Auto ML capabilities, create powerful and accurate predictive models with the click of a button. Evaluate and compare multiple models simultaneously and deploy desired models in production.
Perform data wrangling, data exploration and feature engineering tasks to transform raw data with our smart recommendation system.
Use inbuilt explainable AI (xai) capabilities to explain black box AI models and features contributing to model performance and model bias.
We partner with the best technology stack like Snowflake. Google cloud, Azure and AWS to address your advanced analytic needs.
With our expertise in building end-to-end AI/ML and Generative AI solutions, we will be at every step of your AI journey.
We have built products to enable business stake holders, data analysts, data scientists and ML engineers to develop, deploy and monitor powerful predictive and Generative AI models.
Combined with our platform capabilities our team has built industry specific AI/ML solutions to meet customer needs.
Forecasting future demand for a product can aid in inventory optimization, higher turnover rates, and lower holding costs.
Churn prediction analyzes customer behavior to identify those at risk of leaving, allowing businesses to take targeted actions to reduce churn and retain customers.
Predactica®'s ML-platform, connects with and works along with Snowflake seamlessly. The platform provides accurate, actionable insights based on the data stored on Snowflake. Predactica also proactively identifies data quality issues and enables users to apply custom wrangling steps. Users can prep their data and use ML models for prediction all from within Snowflake using Predactica®’s Snowflake integrated AI platform.
Effortlessly Create Predictive Models with No Code & Monitor them with ease using our Platform. Simplify AI implementation with Predactica’s cloud-based ML platform. Check out this video to know more.
The Macro F1 (F1-Macro) is a performance measurement tool used to evaluate the quality of machine learning models, including Generative
CHRF++ (Character n-gram F-score++) is a performance measurement tool for evaluating the quality of machine-generated text, including the output of
BLEU (Bilingual Evaluation Understudy) is a widely used performance measurement tool for evaluating the quality of machine-generated text, including the
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