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.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+lstm_model.keras filter=lfs diff=lfs merge=lfs -text

best_xgboost_tuned.pkl

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+size 1577584

feature_cols.pkl

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+size 445

lstm_model.keras

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+oid sha256:4f6ebac840f9192cf399b56ecfd6765ce48d0d1b85aa065baf544a1ce7e297a2
+size 1686112

model_results.csv

@@ -0,0 +1,9 @@
+Rank,Model,MAE,RMSE,R2,MAPE
+1,6. CatBoost,11.618839584154964,22.36982355433378,0.9283483612722022,12.949346523067659
+2,5. LightGBM,11.503239934613108,22.851387982211644,0.9252302069667496,11.474268093137393
+3,8. XGBoost (Tuned),11.42431432723999,22.9023514889352,0.9248963296544095,11.683626656796037
+4,4. XGBoost,12.050947629321705,23.552496266323278,0.9205717676355128,13.757844179829744
+5,3. Random Forest,11.692200914100031,24.18867580067332,0.9162229241147566,12.53473769988607
+6,1. Linear Regression,16.05899452779877,29.16817347471017,0.8781797521133908,15.149842577745524
+7,7. LSTM,20.220279770634694,34.68869624459838,0.815499888213518,23.82036169947373
+8,2. Decision Tree,17.435805216948435,41.96907822641348,0.7477914112114947,17.145157057820587

scaler.pkl

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