Instance-based Prediction (with more information)
«The more two situations are similar, the more possible the similarity of associated attributes»
BD name:
Houses
Options:
Modify Similarity
:
no
yes
Modify Possibility
:
no
yes
Lambda Value (in ]0,1])
:
Case-discounting
:
no
Calculate the prediction for the attribute:
Sleeps
Quality level
Number of Bedrooms
Distance to go to the beach
Distance to go to tennis courts
Distance to go horse riding
Distance to go swimming
Distance to go canoeing
Distance to go fishing
Distance to go to the ski resort
Distance to go to the swimming pool
Distance to go to the railway station
Distance to go shopping
Distance to go sailing
Low season Weekly tarifs
Weekly tariffs for School Holidays
Weekly tariffs in June
Weekly tariffs in July
Weekly tariffs in August
Weekly tariffs in September
Week-end tariffs
According to the following situation
(provide the attribute values describing the criteria of the house you require) :
Sleeps
Number of Bedrooms
Comfort
Quality level
-
1
2
3
4
Pets welcome
-
Yes
No
Washing machine
-
Yes
No
Dishwasher
-
Yes
No
Television
-
Yes
No
Phone
-
Yes
No
Outdoor activities and convenience services (km from the house) ± 5km
Beach
Tennis courts
Sailing
Horse riding
Swimming
Canoeing
Fishing
Ski resort
Swimming pool
Railway station
Shopping
Tariffs (Weekly) ± 100€
School Holidays
June
July
August
September
Week-end
Last modification the 03/15/2017
