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

More Abhishek Bolar's questions See All

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 506 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 5,557 2 View

How to compare two groups with only two measurements?

Hiiiii everyone! I have an enquiry on statistical analysis. I was looking for many forum and it's still cannot solve my problem. I want to compare means of two groups of data but only with two...

03 March 2021 8,796 3 View

What is the most Operating System (OS) which can be INSTALL on Tiny hard devices like Raspberry Pi (RPi) hardware ?

I'm targeting to deploy a mesh network and manually configure MANET routing protocols. I'm preparing scenarios, architectures, and hard devices needed to do that. Are there some step-by-step...

03 March 2021 1,931 5 View

Why should we choose deep learning to machine learning? Why is CNN better for image classification? Can I get Typical Answer?

What Characteristics makes CNN work better?

03 March 2021 1,458 4 View

What are some of the research gaps in machine learning and artificial intelligence in africa?

i would to know some of the research gaps in the artificial intelligence field in most african countries.

03 March 2021 6,145 3 View

Anyone plz suggest relevant topic for research in image processing+Deep learning.?

I have selected brain tumor images ...but now found that already lots of research done n this topic.

03 March 2021 5,774 3 View

What's the best way to measure growth rates in House sparrow chicks from day 2 to day 10?

What's the best way to measure growth rates in House sparrow chicks from day 2 to day 10? Since, the growth curve from day 2 to 10 won't be like the "Logistic curve" it might not follow logistic...

03 March 2021 1,401 3 View

How to increase a model accuracy ?

dear community, my model is based feature extraction from non stationary signals using discrete Wavelet Transform and then using statistical features then machine learning classifiers in order to...

03 March 2021 6,994 5 View

What is the production process of CaFe ferroalloys?

I looking for ferro calcium production process

03 March 2021 1,755 4 View

Chlorinated organic formation in odor control scrubbers using hypochlorite?

I'm involved in a study of odor control technologies for municipal wastewater treatment plant. One of the control options involves a chemical 2-stage (acid/alkaline) packed bed scrubber. The...

03 March 2021 3,661 2 View

Image Processing and classification using keras/Tensorflow?

Do you have some recommendations approaches on Image processing and classification of plant diseases using TensorFlow/Keras?

02 March 2021 1,493 4 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" .