Binning, tseem hu ua kev txiav txim siab, yog cov txheej txheem los txo cov cardinality ntawm cov ntaub ntawv tsis tu ncua thiab sib cais. Binning pab pawg ntsig txog qhov tseem ceeb ua ke hauv bins kom txo cov nqi sib txawv. … Binning tuaj yeem txhim kho tus qauv zoo los ntawm kev ntxiv dag zog rau kev sib raug zoo ntawm tus cwj pwm.
Dab tsi yog binning hauv cov ntaub ntawv mining nrog piv txwv?
Binning lossis discretization yog txheej txheem ntawm kev hloov cov lej hloov pauv mus rau hauv pawg sib tw. Ib qho piv txwv yog muab cov txiaj ntsig rau Hnub Nyoog rau hauv pawg xws li 20-39, 40-59, thiab 60-79. … Thaum kawg, binning tso cai yooj yim txheeb xyuas cov outliers, tsis raug thiab ploj qhov tseem ceeb ntawm tus lej hloov pauv.
Txoj kev binning yog dab tsi?
Binning method is used to smoothing data or to handle noisy data. Nyob rau hauv txoj kev no, cov ntaub ntawv yog thawj sorted thiab ces cov sorted values yog muab faib mus rau hauv ib tug xov tooj ntawm cov thoob los yog bins. Raws li binning txoj kev sab laj cov neeg zej zog ntawm qhov muaj nuj nqis, lawv ua haujlwm hauv zos smoothing.
Dab tsi yog cov ntaub ntawv binning thiab lub hom phiaj ntawm nws hauv cov ntaub ntawv mining?
Data binning, tseem hu ua discrete binning lossis bucketing, yog cov txheej txheem ua ntej cov ntaub ntawv siv los txo cov teebmeem ntawm kev soj ntsuam me me. Thawj cov ntaub ntawv tseem ceeb uas poob rau hauv ib lub sijhawm me me, lub hauv paus, raug hloov los ntawm tus nqi sawv cev ntawm lub sijhawm ntawd, feem ntau tus nqi nruab nrab.
Kev kawm tshuab binning yog dab tsi?
Binning yog tus txheej txheem ntawm kev hloov pauv tus lej hloov pauv mus rau hauv categorical counterparts. Binning txhim kho qhov tseeb ntawm cov qauv kev twv ua ntej los ntawm kev txo cov suab nrov lossis tsis-linearity hauv cov ntaub ntawv. … Binning yog quantization txheej txheem hauv Machine Learning los lis kev hloov pauv tsis tu ncua.
