From da0d3c5909f7d0e56c94888b37f02b0d4903afbf Mon Sep 17 00:00:00 2001 From: Sang Putu Sandhyana Yogi <79888425+youronlydimwit@users.noreply.github.com> Date: Fri, 29 Nov 2024 12:56:24 +0700 Subject: [PATCH] Update readme.md --- Predictions/Random Forest/readme.md | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/Predictions/Random Forest/readme.md b/Predictions/Random Forest/readme.md index 8b13789..76fa373 100644 --- a/Predictions/Random Forest/readme.md +++ b/Predictions/Random Forest/readme.md @@ -1 +1,9 @@ - +# Folder Information +## Diabetes Prediction - `DONE` +- No EDA +- Using `RandomForestClassifier`, `SMOTE`, `sklearn`, `pandas` libraries +- Attained Accuracy of 75.97% +- Diabetes as Class `1` and No Diabetes as Class `0` +- Precision (Class 0) = **0.84**, Precision (Class 1) = **0.64** +- Recall (Class 0) = **0.77**, Recall (Class 1) = **0.75** +- F1-score (Class 0) = **0.80**, F1-score (Class 1) = **0.69**