How to get prediction accuracy of more than 90% in ANFIS using MATLAB?

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What are the difference between ASME Section X 2007 code and ASME section X 2016 code?

I was told that 2007 code was revised in 2016 but in net I am finding revised code for every year. Please help since I am a newbie in this field.

10 November 2017 608 0 View

Why my ANFIS model not predicting accurate values?

I am using ANFIS GUI in matlab to predict surface roughness values. I have 5 inputs and 1 output with each containing 246 train data sets and 43 test data sets. I am getting less than 60% accuracy...

03 April 2017 5,644 2 View

Feedback defines the constitution of an organism?

“Here is a thought experiment. Let's place Rodolpho Llinas's jarred-brain on top of a body (Fig. 1). I bet Llinas would argue that his jarred-brain retains its own consciousness, and the android...

11 August 2024 2,483 1 View

Self-Organizing Superorganisms—as envisaged by Nenad Sestan (2018)?

The rate of glucose consumption by the neocortex is reduced by over 80% during anesthesia (Sibson et al. 1998), which disables the synapses (Richards 2002) that are inundated by glial tissue (Engl...

08 August 2024 3,118 0 View

Does Anyone have expertise in in vitro transcription and RNA pull down assay?

I am currently working on LncRNA; to know the lncRNA-protein interactions I want to do RNA pull down assay, so I need to design primers with T7 promoter. I need assistance in this regard.

07 August 2024 6,622 1 View

Measuring the Intelligence of a Species?

Larger brains, which typically contain more neurons, store and transfer more information (Tehovnik and Chen 2015), but the precise relationship between number of neurons and information has yet to...

05 August 2024 1,238 2 View

How can i do multivariate Time Series forecast using MLP, ANFIS and LSTM?

I need the python code to forecast what crop production will be in the next decade considering climate and crop production variables as seen in the attached.csv file.

05 August 2024 2,977 3 View

The Curse of Evolution and Complexity?

Brain and body mass together are positively correlated with lifespan (Hofman 1993). The duration of neural development is one of the best predictors of brain size, and conception is the best...

05 August 2024 6,247 3 View

Could dyes amplify the spectrum of light to a specific wavelength?

I am interested to know the behavior of dyes toward light. Specifically, Blue dyes re-emit the spectrum, especially from the green zone (known as principal in LED lamps, and blue dyes are known...

05 August 2024 3,290 1 View

How to report results of Generalised Linear Mixed Models in a journal article?

Hi everyone, If you have written or come across any papers where Generalised Linear Mixed Models are used to examine intervention (e.g., in mental health) efficacy, could you please share the...

04 August 2024 4,130 4 View

Need help with my research project on open source SIEM and machine learning?

Hello everyone, I am currently working on a research project that aims to integrate machine learning techniques into an open source SIEM tool to automate the creation of security use cases from...

04 August 2024 3,196 2 View

Swimming/space travel depends on the proprioceptive muscle spindles?

When the entire neocortex is ablated in rodents, although they are still able to swim, all the limbs move continuously and asynchronously (Vanderwolf 2006; Vanderwolf et al. 1978). Normal animals...

03 August 2024 835 3 View

Mohamed-Mourad Lafifi

Dear Abhishek,

I suggest to you attach publication and files in topics.

Best regards

Article ANFIS Based Time Series Prediction Method of Bank Cash Flow ...

Article Advancement of an intelligent system based on ANFIS for pred...

Mahamad Nabab Alam

Following articles may be useful in this regard:

https://www.researchgate.net/publication/305325563_Codes_in_MATLAB_for_Training_Artificial_Neural_Network_using_Particle_Swarm_Optimization

https://www.researchgate.net/publication/315582768_A_PSO-ANN_hybrid_model_for_predicting_factor_of_safety_of_slope

Code Codes in MATLAB for Training Artificial Neural Network using...

Article A PSO-ANN hybrid model for predicting factor of safety of slope

Muna Al-Hawawreh

The training function for ANN plays a critical role in improving the accuracy .

you can use "Levenberg-Marquardt" it can give you a high accuracy.

However, you need also to tune the other parameters very well " By trying and experiment" .