Neural Network for regression with two output vectors?

I have successfully implemented ANN architecture for one output problem. Now I would like to add more than one output vectors in the model, meaning [X, Y] = f[A, B, C ....]. I have been using R to...

03 April 2019 8,815 5 View

How to show data points in 3d Random Forest Partial Dependence Plot?

Hi everyone, I am working on 3d forest partial dependence plot by using the "persp" function in R. It provides me nice color gradient 3d partial dependence surface plot; however, doesn't tell much...

04 May 2018 8,975 5 View

Does the prediction in the output layer restricted by the ranges of the input variables in Artificial Neural Network (ANN) analysis?

As in Random Forest machine learning, the predictions are within the range of the predictor variables and it is recommended to use the forest model within that range. Is that also true for ANN...

01 February 2018 9,448 5 View

Would there be any differences in N release curve after termination of a 50-50 mixture of Hairy Vetch + Triticale and Red Clover + Timothy?

05 June 2016 6,105 9 View

Anyone experienced in exponential interpolation of daily trace gas fluxes to get temporal cumulative flux?

I am trying to interpolate daily soil gas fluxes to estimate the cumulative flux. Linear interpolation is usually used by most of the researchers; however, it tends to overestimate the cumulative...

01 January 1970 7,953 2 View

What degree of missing data in a particular case/participant results in Expectation-Maximisation no longer working?

I'm dealing with a mediation model and am using the PROCESS module in SPSS. Due to SPSS and PROCESS being limited in the imputation methods - being unable to handle multiple imputation - the other...

02 March 2021 4,362 1 View

Is There Any Feasible Method To Test Fluorescent Compounds Other Than Fluorescence Spectrometers ??

Is There Any Feasible Method To Test The Efficiency Of Fluorescent Compounds Other Than UV Spectrometers ? Suggestions Would Be Appreciated !

02 March 2021 5,785 3 View

Mixed ANOVA - help?

I'm currently working on a piece which asks to conduct an ANOVA - looking at the effect of sporting group (2 levels), and exercise trials (two trials with six levels). I've computed this all...

27 February 2021 9,626 4 View

Can random sampling have inclusion criteria?

As random sampling means that everyone in the population have an equal chance to be chosen, can it have inclusion criteria? My research participants have been chosen based on the inclusion...

26 February 2021 6,905 10 View

How to Interpret Partial Eta Squared Numbers For a Repeated Measures Anova?

I have obtained Partial Eta Squared Numbers through Two-Way Mixed Anova Analysis. My results for different constructs are: .105, .135, .038, .068, .061 respectively. I wanted to know, whether...

24 February 2021 7,122 1 View

Interpretation of Goodman - Kruskal Gamma squared?

Dear colleages, Eta squared is dominantly used in reflecting the explaining power the same manner as a squared partial correlation coefficient (R2p ) from multiple linear regression: as the...

22 February 2021 7,801 3 View

Is it possible, for a limited dateset of images, to use Convolution filters + Random Forest instead of UNet?

UNet is 'relatively' recent and was invented mainly to deal with biomedical images, yet is it also possible, for a limited dateset of images, to use Convolution filters + Random Forest instead of...

21 February 2021 4,858 3 View

Interpretation of a fluorescence Emission spectrum ?

Hello, i work with a spectrometer which only render the fluorescence emission spectrum. Until now i just found how to interpret an exitation- and emission spectrum together to generate deeper...

20 February 2021 1,291 3 View

In CDA analysis we have three stages, viz., description , interpretation, and reproduction. Why have all CDA studies neglected the third stage?

In CDA analysis we have three stages, viz., description , interpretation, and reproduction. Why have all CDA studies neglected the third stage?

18 February 2021 6,483 3 View

How can I interpret a ratio variable?

Dear colleagues, I am running a regression in which I have the following regression FoodExp = 67.04 DepRatio +.....e My interest is in the interpretation of the coefficient on the dependency...

16 February 2021 2,058 2 View