MetaPred | Clinical Risk Prediction with Limited Patient Electronic | Machine Learning library
kandi X-RAY | MetaPred Summary
kandi X-RAY | MetaPred Summary
MetaPred is a meta-learning framework for Clinical Risk Prediction using limited patient Electronic Health Records (EHRs). We given an example in the following figure:.
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Top functions reviewed by kandi - BETA
- Train the model
- Calculate the prediction
- Return a tf session
- Evaluate ROC curve
- Fit the model
- Get feed data
- Convert data to array
- Compute metrics for the ROC curve
- Inference method
- Prepare data
- Loads the data
- Constructs a cnn tensor
- Get fixed timesteps
- Fills a finetuning model
- Get fixed code size
- Loads the data matrix
- Save weights for a given meta - model
- Reads the cct data
- Train the MetaPred model
- Returns a dictionary of classifiers
- Returns a dictionary of classifiers
- Loads the data file
- Embed a neural network
- Builds the model
- Build the graph
- Save the metatest to a file
MetaPred Key Features
MetaPred Examples and Code Snippets
Community Discussions
Trending Discussions on MetaPred
QUESTION
I am writing a Prolog program, and I am trying to incorporate modules into the program design to encapsulate complexity reduce redundant functionality.
One feature I am having difficulty with is the use of metapredicates. I would like to define a metapredicate in one module and then import it into a different module; this introduces complications. Fortunately, the meta_predicate
directive helps resolve module prefixes, but I am having trouble understanding the arguments as described here: https://www.swi-prolog.org/pldoc/man?section=metapred
Specifically, I am having trouble with the numeric arguments. As per the documentation:
The argument is a term that is used to reference a predicate with N more arguments than the given argument term. For example: call(0) or maplist(1, +).
I understand that an argument denoted by the numeric value will be a term that is used to reference a predicate. What I do not understand is how the referenced predicate could have more arguments than the argument term. Can someone offer a more in-depth explanation of when the numeric argument is appropriate, or an example of when it would be appropriate to use it?
...ANSWER
Answered 2020-Mar-29 at 08:30It is a formulation that is easy to understand only when one knows what it means, and should probably be redone.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install MetaPred
You can use MetaPred like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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