19 commits

Author	SHA1	Message	Date
Khalim Conn-Kowlessar	68e903e492	had a silly bug in cleaning code, which is fixed	2023-07-04 16:35:08 +01:00
Khalim Conn-Kowlessar	c59aff412c	testing rf importance and permutation importance	2023-07-04 16:28:58 +01:00
Khalim Conn-Kowlessar	58edd9a255	investigating dropping variables	2023-07-04 16:13:40 +01:00
Khalim Conn-Kowlessar	ccfdb7cc8c	Testing dropping features - new best accuracy	2023-07-04 15:45:34 +01:00
Khalim Conn-Kowlessar	c698f49d58	categorical cleaning in progress	2023-07-04 12:55:59 +01:00
Khalim Conn-Kowlessar	d04be241bd	removed zero variance features	2023-07-04 10:46:26 +01:00
Khalim Conn-Kowlessar	ff84635cb8	first working version of sap model	2023-07-04 10:00:15 +01:00
Khalim Conn-Kowlessar	d586441769	prepared sap model dataset	2023-07-03 18:46:55 +01:00
Khalim Conn-Kowlessar	d9b792d23b	Added spelling correction using nlp textblob	2023-07-03 18:12:23 +01:00
Khalim Conn-Kowlessar	d5e4baba05	rough implementation of lighing description cleaning	2023-07-03 15:07:36 +01:00
Khalim Conn-Kowlessar	ba201c8b6a	working on sap model but need to clean lighting	2023-07-03 14:39:46 +01:00
Khalim Conn-Kowlessar	f941a3c512	creating rough framework for sap model	2023-07-03 13:01:41 +01:00
Khalim Conn-Kowlessar	4dfa32ca1f	new model data pickle	2023-06-27 11:30:51 +01:00
Khalim Conn-Kowlessar	a565a35e9a	Added U-value and perimeter estimation functions	2023-06-26 13:05:12 +01:00
Khalim Conn-Kowlessar	80a10e7981	u value method for floors	2023-06-23 18:54:59 +01:00
Khalim Conn-Kowlessar	6afc8d2e67	Added built-form to uvalue estimates	2023-06-22 10:58:47 +01:00
Khalim Conn-Kowlessar	c4087b6124	Implemented methodology for extracting uvalue estimate	2023-06-22 10:34:58 +01:00
Khalim Conn-Kowlessar	ea7dd6148e	Added UvalueEstimations documentation	2023-06-22 10:10:54 +01:00
Khalim Conn-Kowlessar	f5bebd4b78	First commit of UvalueEstimations class	2023-06-22 10:06:28 +01:00