Is any of the parameters such the errrors or the Rs supposed to achieve a consistent value during the training phase of a network?

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Any suggests for the best equipment to use to measure liquid film thickness for my experiments and where to get it?

I am interested in measuring liquid film thickness for my experiments. I would be grateful for suggestions on the best and affordable equipment to buy and where to get it. Most researchers seem...

02 March 2018 269 0 View

How can I extract the training, validation and testing data from my developed network?

My little research from a number of ANN-related articles reveal that authors are able to extract training, validation, testing and all data. I believe these are what MATLAB uses to generate the...

06 July 2017 3,452 5 View

MATLAB code for predicting multiphase flow parameters in wells, any help?

I would want to investigate some multiphase flow parameters (pressure gradient, liquid holdup among others) of some oil wells and compare them with results of some commercial software using the...

02 March 2017 288 1 View

How can I access original datasets from published articles?

1. I would be grateful if i am supplied with or directed to a place where I can get access to data sets for some published data including the following: Lockhart and Martinelli, Reid et al....

08 September 2016 718 2 View

Can ANSYS can model flow for two non-reacting gases?

I just want to find out if modelling the flow for two non-reacting gases CFD in ANSYS would be accurate since the software does not seem to include this combination. How else can this be modelled?...

06 July 2016 332 7 View

Can NFL theorem be valid in infinite search space in ML?

NFL theorem is valid for algorithms training in fixed training set. However, the general characteristic of algorithms in expanded or open dataset has not been proved yet. Could you show your...

01 March 2021 1,189 3 View

Is there any research regarding how training and development is going to change in the era of Fourth Industrial Revolution?

As the organizations getting prepared for the fourth industrial revolution, to enhance the skills of their workforce what type of changes are necessary and going to occur in the training and...

01 March 2021 3,199 3 View

Which group formation theory do you recommend for projects that aim to bring together entrepreneurs for training for regional development?

I would like to have ideas about which theories of group formation are suitable for entrepreneurial training projects, with the aim of creating bonds, building trust, and collaboration for...

28 February 2021 4,223 2 View

Satellite orbit estimation using Recurrent Neural Network - what should I use?

Hello, I am a master's student studying in Yonsei Univeristy, Korea. I am trying to estimate the state of satellite, using Neural Network. Below is a simple flow of my study. 1. Train (t0 ~ t1)...

23 February 2021 6,383 3 View

Can the problems of overfitting be solved without cross validation?

For an overfit data set the cross validation error will be much bigger than the training error. Is it true or false?

23 February 2021 3,616 2 View

How to assure whether a regression tree overfit or not by seeing bias-variance value of the model?

Lets consider a regression tree in which variance is 1.1065*e-10 and bias is 2.962e-13. Also the model RMSE on training set is 1.5e-5 and on training set is 1.2950e-5. Is the model is overfit or...

22 February 2021 7,755 2 View

In Machine Learning, isn't the problem Out-of-Distribution (OOD) instances really a form of over training?

If (1) the over training manifests itself in failure against instances that are new or excluded from the training set, and if (2) OOD instances are problematic because they are new and by...

18 February 2021 4,839 2 View

Any methods to train a neural network with random (stochastic) and non-measurable variable?

Dear scholars, I was wondering if there are any scientific methods to train a neural network or ANFIS when one of the input variables is stochastic (random) and more importantly non-measurable?...

17 February 2021 1,909 3 View

Can we Use a Dataset having no captions to train an image captioning model?

Actually I want to train a medical image captioning model but the dataset on which I want to train this model does not have captions/reports for the images. So can we use such dataset to train an...

14 February 2021 7,021 2 View

How can I check similarity between two signatures?

I want to train a model that should predict if a given signature is a genuine or a forged one. The model should take two images as input. One is the real signature, and the other is to be...

11 February 2021 4,436 3 View