Experimental Data

My own personal calendar for September, October and November was used and generated files in .arff format for WEKA as follows:

The break in the data indicates initial information, then what was gathered as the scheduling occurred.

@relation personal-assistant

@attribute m_event {meeting,acm_contest,theater_production,semester_begins,art_show,convocation,division_meeting,faith_forum,advisor_meeting,midterms_due,presidential_address,faculty_meeting,microsoft_conf,faculty_workshop,science_seminar,new_faculty_orientation,new_faculty_meeting,dept_meeting,division_meeting}

@attribute m_dayOfWeek {mon,tue,wed,thu,fri,sat,sun}

@attribute m_timeOfDay {morning,noon,afternoon,evening,all_day}

@attribute m_startTime {700,715,730,745,800,815,830,845,900,915,930,945,1000,1015,420,1030,1045,1100,1110,1115,1130,1145,1200,1215,1230,1245,1300,1315,1330,1345,1400,1415,1430,1445,1500,1515,1530,1545,1600,1615,1630,1645,1700,1715,1730,1745,1800,1815,1830,1845,1900,1915,1930,1945,2000}

@attribute m_duration {0,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,105,120,180,240,420,360,300,480}

@attribute m_endTime {700,2030,2200,2300,715,720,730,740,745,750,800,815,820,830,1110,840,845,850,900,915,920,930,940,945,950,1000,1015,1020,1030,1040,1045,1050,1100,1115,1120,1130,1140,1145,1150,1200,1215,1220,1230,1240,1245,1250,1300,1315,1320,1330,1340,1345,1350,1400,1415,1420,1430,1440,1445,1450,1500,1515,1520,1530,1540,1545,1550,1600,1615,1620,1630,1640,1645,1650,1700,1715,1720,1730,1740,1745,1750,1800,1815,1820,1830,1840,1845,1850,1900,1915,1920,1930,1940,1945,1950,2000}

@attribute m_attendees {me,cs_faculty_students,community,math_cs_dept,division_faculty],pastor_all_college,me_new_faculty,all_college,division_faculty,me_advisor,pastor,pastor_others,all_faculty,new_faculty,math_cs_faculty,division_faculty}

@attribute m_status {confirmed,180, tentative}

@data

faculty_workshop,thu,all_day,830,420,1530,all_faculty,confirmed

faculty_workshop,fri,all_day,830,360,1430,all_faculty,confirmed

new_faculty_orientation,mon,all_day,845,420,1545,new_faculty,confirmed

semester_begins,mon,morning,800,0,800,all_college,confirmed

division_meeting,thu,morning,1100,60,1200,division_faculty,confirmed

new_faculty_meeting,fri,morning,800,60,900,new_faculty,confirmed