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added lab 2

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ION606
2025-10-03 18:58:15 -04:00
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commit 170fee98d5
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Lab 2/outputs/model_comparison.csv
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model,r2,adj_r2,aic,bic,top_var
PRICE ~ PROPERTYSQFT,0.28368247344839936,0.2835263109180851,146322.7288184832,146342.0230707264,PROPERTYSQFT
PRICE ~ PROPERTYSQFT + BEDS + BATH,0.3385405215516886,0.33810772363776387,145961.10108380177,145993.25817087374,PROPERTYSQFT
log(PRICE) ~ log(PROPERTYSQFT) + BEDS + BATH,0.4401401151381639,0.43977379460281263,9572.876890519634,9605.033977591607,BATH
1 model r2 adj_r2 aic bic top_var
2 PRICE ~ PROPERTYSQFT 0.28368247344839936 0.2835263109180851 146322.7288184832 146342.0230707264 PROPERTYSQFT
3 PRICE ~ PROPERTYSQFT + BEDS + BATH 0.3385405215516886 0.33810772363776387 145961.10108380177 145993.25817087374 PROPERTYSQFT
4 log(PRICE) ~ log(PROPERTYSQFT) + BEDS + BATH 0.4401401151381639 0.43977379460281263 9572.876890519634 9605.033977591607 BATH