search

TAHIR0110 / ThereForYou

ThereForYou: Your mental health ally. Kai, our AI assistant, offers compassionate support. Track your mood trends, find solace in a secure community, and access crisis resources swiftly. We're here to empower your journey towards improved well-being, leveraging technology for a brighter tomorrow.
Other
84 stars 95 forks source link

Heart disease : | 1. Data preparation And Pipeline Creation #49

Open akv2011 opened 4 months ago

akv2011 commented 4 months ago

Hi @TAHIR0110 I would like to do further work on this Dataset on the EDA file These are proposed steps :

1.Imputing Outliers and NULL values 2.Normalization of skewed values and One Hot coding Text attributes 3.Comparing KNN.Random Forest and SVC 4.Validatiing the Evaluated models on the validation set using metrics like accuracy, precision, recall, and F1 score 5.Including visualizations (e.g., training curves, confusion matrices) to better illustration of the model performance.

Further :

Creation of Automated Pipeline and Custom Tranformer For the Datset each steps proposed .

akv2011 commented 4 months ago

HI @TAHIR0110 can you also specify what other datset you would like same .

ubaid2751 commented 4 months ago

Hi @TAHIR0110, I am a new contributor can you please guide me and can you assign me something. I have made some projects on image classification and also data prediction.

TAHIR0110 commented 4 months ago

@akv2011 assigned

tejaswini4996 commented 4 months ago

will you please asign it to me?

thecloudcode commented 3 months ago

Hi @TAHIR0110 @akv2011 , I have been working on Deep Learning for quite a long time now, kindly assign this issue to me. I will love to work on it.