Some of the benefits of iCalibra include
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Machine Learning Algorithms |
 | Machine learning algorithms...everyone is talking about them, increasingly the academic papers are referring to them. However the question remains for the industrial user: How do I practically deploy these algorithms? iCalibra's Alternative Algorithm Framework module makes it no harder to deploy a Support Vector machine algorithm than regular PLS! |
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 | iCalibra allows you to combine data - not just from a variety of sources, but also different types of data. This means you can build more robust and accurate models. Take full advantage of all relevant data, rather than be restricted to building predictive models using just the data from one type of analytical instrument or sensor. |
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Models Learn & Evolve Automatically |
 | iCalibra's automation makes it feasible to build and deploy more accurate and reliable predictive models built using your very latest data. Imagine it : the freedom to easily build new models at any time, and deploy those that are better, so that you know that your predictions are the most accurate and reliable possible. |
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Know Exactly How Good Every Single Result Is |
| iCalibra makes it easy to generate a sophisticated range of statistics, enabling much better assessment of the reliability of the predictive model’s predictions. Why be limited to measuring just the 'goodness' of the predictive model as a whole? iCalibra allows you to automatically calculate confidence intervals for each individual prediction: much more intuitive, and easier to explain to end users and ISO 17025 accreditation agencies than the traditional Mahalanobis-based measures. |
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Automated Data Acquisition |
 | Experts estimate that chemotricians spend up to 80% of their time managing data. Data collection and collation is a critical step in building good predictive models. Unfortunately it can also be very labour intensive and error prone. iCalibra allows this critical but laborious step to be completely automated, facilitating the construction of reliable models and reducing the extent to which this process is dependent on the skills and availability of key individuals. |
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Customized Models with Off the Shelf Simplicity |
 | iCalibra calibration models are unique to you. They're built from your data, and designed for your conditions. (We don't need to attempt to build universal models, because our model building process is so automated.) |
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 | Disorganization is often the biggest threat to data security. The iCalibra Backup module ensures all your calibration modelling data is securely stored in an industrial-strength relational database. It is then immediately available to you whenever you need it, and you can also take further data security measures such as automatic off-site backup. |
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