You will get Autism Detection using Machine Learning Algorithms
Project details
In this study , data is collected from three sources and it is in raw format. Preprocessing is performed and the missing values in data were and replaced with their arithmetic mean values to convert the data into an efficient format. The replacement of the values is to ensure a smooth process of classification of data.
Each dataset is converted into two formats, one including just questionnaire and other the whole dataset using Principal component analysis . Classifiers like Random Forest, Naive Bayes, Neural networks and Support Vector Machine are applied to the given data. There was a slight variation inaccuracy in both formats of datasets but the best among the classifiers was Neural Networks.
Each dataset is converted into two formats, one including just questionnaire and other the whole dataset using Principal component analysis . Classifiers like Random Forest, Naive Bayes, Neural networks and Support Vector Machine are applied to the given data. There was a slight variation inaccuracy in both formats of datasets but the best among the classifiers was Neural Networks.
Machine Learning Tools
Google Sheets, RWhat's included $50
These options are included with the project scope.
$50
- Delivery Time 2 days
- Number of Revisions 2
- Number of Model Variations 2
- Number of Scenarios 2
- Number of Graphs/Charts 4
- Model Validation/Testing
- Model Documentation
- Data Source Connectivity
- Source Code
Optional add-ons
You can add these on the next page.
Fast 1 Day Delivery
+$30
Additional Revision
+$10
Additional Graph/Chart
(+ 2 Days)
+$5About Bn
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Raipur, India - 6:50 am local time
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