Multicollinearity using the variance inflation factor (VIF).
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posted on 2025-01-02, 19:16 authored by Huu Nam Nguyen, Quoc Thanh Tran, Canh Tung Ngo, Duc Dam Nguyen, Van Quan TranMulticollinearity using the variance inflation factor (VIF).
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mean absolute errormanage grid stabilitymachine learning modelsjuxtaposed using metricsincreasingly important rolegrowing trend globallybrings many benefitssolar energy predictionsolar energy generatedpredicting solar energyoptimize energy storageimportant energy sourceforecasting solar energyshap analysis revealxgboost ), kgradient boosting regressorfactors like humiditydiv >< p2 catboost model emergesenergy industrycatboost regressormodel accuracycomparative analysisneighbors regressorlightgbm ),catboost ).wind speedused includingtraining valuesresults showpressure servephotovoltaic panelmeticulously assessedintermittent naturegreatest influencescloud ceilingbalance supplyambient temperature748 w583 w478 w367 w21045 samples
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