Added comparison of feature importance scores from different algorithms

SrijanShovit / HealthLearning

A repo comprising of various Machine Learning and Deep Learning projects in healthcare domain.

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Closed MehekFatima closed 6 months ago

MehekFatima commented 6 months ago

Added comparison of feature importance scores from different algorithms

Plotted feature importance scores obtained from Decision Trees, RFE, Random Forest, and XGBoost.
Analyzed the differences and consistencies in feature importance across algorithms.
Based on the feature importance analysis from the four algorithms (RFE, Random Forest, XGBoost, and Decision Trees), we can infer that RFE might be more efficient.

MehekFatima commented 6 months ago

Could you please review my PR titled "Added comparison of feature importance scores from different algorithms"? @SrijanShovit . Thanks!

MehekFatima commented 6 months ago

I've made the adjustment we discussed and plotted separate graphs for each algorithm. @SrijanShovit