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Machine learning

Regressioni ya Mtepe

Regressioni ya Mtepe ni njia ya kurekebisha upya upimaji wa mstari wa L2, iliyoanzishwa na Arthur Hoerl na Robert Kennard mnamo 1970, ambayo hupunguza mwingiliano kwa kuongeza adhabu kwa ukubwa wa vigezo. Inapunguza vigezo kuelekea sifuri bila kuviweka vyovyote kuwa sifuri kamili, na kuzalisha makadirio thabiti zaidi wakati watabiri wanahusiana sana.

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Regressioni ya Mtepe
Elastic NetLasso RegressionRegresheni ya LogistikiUchanganuzi wa Vipengele…ARFIMA: Muundo wa Mfumo…Usawazishaji wa Bayesian…UREMBA WA KIMAANDIKIO WA…OLS ya Kibayesiyani (Bay…Regression ya Mfumo wa B…Regressioni ya Elastic N…

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Vyanzo

  1. Hoerl, A.E. & Kennard, R.W. (1970). Ridge Regression: Biased Estimation for Nonorthogonal Problems. Technometrics, 12(1), 55–67. DOI: 10.1080/00401706.1970.10488634 ↗

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 1). Ridge Regression (L2-Regularized Linear Regression). ScholarGate. https://scholargate.app/sw/machine-learning/ridge-regression

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Imerejelewa na

ARFIMA: Muundo wa Mfumo wa ARMA wenye Viwango vya NusuUsawazishaji wa Bayesian LASSOUREMBA WA KIMAANDIKIO WA KIBAYESIA WA KISASAOLS ya Kibayesiyani (Bayesian Ordinary Least Squares Regression)Regression ya Mfumo wa Bayesian (Bayesian Ridge Regression)Elastic NetRegressioni ya Elastic NetEmpirical BayesRegressioni ya Mfumo wa Mlinganyo wa KawaidaUchambuzi wa Ushawishi (Umbali wa Cook, DFFITS, Leveraji)Lasso RegressionM-wa pembejeo (Kurekebisha kwa Nguvu)Msawazo Mkuu wa Mlinganyo (MLR)Regresheni ya Mstari wa Vigeu Vingi (Multivariate Multiple Linear Regression)Regresheni ya Kuantili (Tofauti Zisizo za Kiwakilishi)Urejeshaji wa Njia ya Viwango Vidogo vya Kawaida (OLS)Urekebishaji wa Laini wa MtandaoniOrdinary Least Squares (OLS)Usajili wa Viwango vya chini vya sehemu (PLS)Regressioni ya PolinomialiRegression ya vipengele vikuu (PCR)Regression ya Kiasi (Quantile Regression)Mfumo wa Athari Nasibu wa Data za PaneliRobust Multiple linear regressionRegression Imara (Robust Regression)Usawazishaji Imara wa RidgeUREJESHO SAHIHI WA KILIMO SAHIHIUsawazishaji wa Hatua kwa HatuaRegression ya Vigawe TeziKielelezo cha Kupanda kwa Tofauti (VIF)

Umeona tatizo kwenye ukurasa huu? Ripoti au pendekeza marekebisho →

ScholarGate — Ridge Regression (Ridge Regression (L2-Regularized Linear Regression)). Imepatikana 2026-06-15 kutoka https://scholargate.app/sw/machine-learning/ridge-regression · Seti ya data: https://doi.org/10.5281/zenodo.20539026