EverMinerSimple Demo Analytical Report

Input parameters

Source data file: F:\Guha\Exec\Demo\EverMinerSimple\../../Data/HotelBooking.txt

Domain knowledge (attribute groups): Guest, Visit, Calendar, Weather

Target computational platform: ProcPooler

Preferred number of patterns to be found: 2..5

Report file destination: F:\Guha\Exec\Demo\EverMinerSimple\../../Export/EverMinerSimple.html

Data Exploration

Hotel

Original columns:

 

Derived columns:

Data Preprocessing

Calendar

Nights: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 13, 14, 15, 17, 18...

VisitFrom.Day: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15...

VisitFrom.DayOfRange: <1;70), <70;153), <153;221), <221;289), <289;366), <366;434), <434;517), <517;601), <601;669), <669;731>

VisitFrom.DayOfWeek: Po, Út, St, Čt, , So, Ne

VisitFrom.DayOfYear: <1;36), <36;69), <69;109), <109;152), <152;188), <188;226), <226;260), <260;296), <296;331), <331;366>

VisitFrom.Month: leden, únor, březen, duben, květen, červen, červenec, srpen, září, říjen, listopad, prosinec

VisitFrom.MonthOfRange: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15...

VisitFrom.Quarter: 1, 2, 3, 4

VisitFrom.WeekOfYear: <1;6), <6;11), <11;17), <17;23), <23;28), <28;33), <33;38), <38;43), <43;48), <48;54>

VisitFrom.Year: 2011, 2012

Guest

Age: <18;23), <23;32), <32;39), <39;45), <45;51), <51;57), <57;62), <62;68), <68;75), <75;82>

Nationality: AT, CZ, GE, PL, SK

Visit

Persons: 1, 2, 3, 4

Price: <1210;2420), <2420;3630), <3630;4840), <4840;7260), <7260;8470), <8470;16940), <16940;18150), <18150;33880), <33880;50820), <50820;450120>

Room: 110, 120, 130, 210, 220, 230, 240, 310, 320

VisitType: Business, Tourist

Weather

Weather: Cloudy, Rain/Snow, Sunny

Tasks

Calendar, Guest, Visit -> Weather (07)

Task finished but an acceptable number of patterns has not been achieved

Could not enlarge the search space

Number of iterations: 7

No interesting results found.

Calendar, Guest, Weather -> Visit (07)

Task finished but an acceptable number of patterns has not been achieved

Could not enlarge the search space

Number of iterations: 7

No interesting results found.

Calendar, Visit, Weather -> Guest (07)

Task finished but an acceptable number of patterns has not been achieved

Could not enlarge the search space

Number of iterations: 7

No interesting results found.

Guest, Visit, Weather -> Calendar (07)

Task finished but an acceptable number of patterns has not been achieved

Could not enlarge the search space

Number of iterations: 7

No interesting results found.