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Questions tagged [time-complexity]

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What is the time complexity of learninig phase of Hopfield neural network?

It really intrigues me what is the time complexity of learning phase of Hopfield neural network, how it depends of the number of training examples and number of attributes? Source code of Hopfield ...
Georgi Georgiev's user avatar
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What is the complexity of ICE (Individual conditional expectation) on ensemble trees

I'm evaluating different model-agnostic methods on gradient boosting or random forest model. For Shapley, specifically TreeSHAP, the complexity is O(TLD^2) according to Lundberg et al. 2018. T: #trees,...
wealthh2's user avatar
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Are there any publications that deal with decreasing value of data as time decreases toward an event?

I'm looking for research related to the value of data volume as time decreases approaching an event. For example, large data sets are needed to understand changes in geological and meteorological ...
Matt E.'s user avatar
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Simulate the computing power required to apply a pre-trained model

I am very new to the field of machine learning and hope this question fits here. Is there a way to generate an estimate of the computational effort required to classify a value using a previously ...
Trojan's user avatar
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