From 77af0316febd5e476d684bcd02a78bf875972169 Mon Sep 17 00:00:00 2001 From: unknown Date: Mon, 26 Feb 2018 16:47:54 -0500 Subject: [PATCH] set intercept to 0 for regr2 --- bpeng/bill/awesome_disaggregate.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/bpeng/bill/awesome_disaggregate.py b/bpeng/bill/awesome_disaggregate.py index 3523553..8511839 100644 --- a/bpeng/bill/awesome_disaggregate.py +++ b/bpeng/bill/awesome_disaggregate.py @@ -503,7 +503,7 @@ class BillDisaggregation(): regression_temp = daily_hdd.reshape(-1, 1) consumption = (bill['Usage'] - bill['dhw']) / bill['Days In Bill'] - regr_model = linear_model.LinearRegression() + regr_model = linear_model.LinearRegression(fit_intercept=False) regr_model.fit(regression_temp, consumption) score = regr_model.score(regression_temp, consumption) -- GitLab