Research paper

krish1912
labor_discretized.arff
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@relation labor-neg-data-weka.filters.DiscretizeFilter-B10-Rfirst-last
@attribute duration {'\'(-inf-1.2]\'' '\'(1.2-1.4]\'' '\'(1.4-1.6]\'' '\'(1.6-1.8]\'' '\'(1.8-2]\'' '\'(2-2.2]\'' '\'(2.2-2.4]\'' '\'(2.4-2.6]\'' '\'(2.6-2.8]\'' '\'(2.8-inf)\''}
@attribute wage-increase-first-year {'\'(-inf-2.5]\'' '\'(2.5-3]\'' '\'(3-3.5]\'' '\'(3.5-4]\'' '\'(4-4.5]\'' '\'(4.5-5]\'' '\'(5-5.5]\'' '\'(5.5-6]\'' '\'(6-6.5]\'' '\'(6.5-inf)\''}
@attribute wage-increase-second-year {'\'(-inf-2.5]\'' '\'(2.5-3]\'' '\'(3-3.5]\'' '\'(3.5-4]\'' '\'(4-4.5]\'' '\'(4.5-5]\'' '\'(5-5.5]\'' '\'(5.5-6]\'' '\'(6-6.5]\'' '\'(6.5-inf)\''}
@attribute wage-increase-third-year {'\'(-inf-2.31]\'' '\'(2.31-2.62]\'' '\'(2.62-2.93]\'' '\'(2.93-3.24]\'' '\'(3.24-3.55]\'' '\'(3.55-3.86]\'' '\'(3.86-4.17]\'' '\'(4.17-4.48]\'' '\'(4.48-4.79]\'' '\'(4.79-inf)\''}
@attribute cost-of-living-adjustment {none tcf tc}
@attribute working-hours {'\'(-inf-28.3]\'' '\'(28.3-29.6]\'' '\'(29.6-30.9]\'' '\'(30.9-32.2]\'' '\'(32.2-33.5]\'' '\'(33.5-34.8]\'' '\'(34.8-36.1]\'' '\'(36.1-37.4]\'' '\'(37.4-38.7]\'' '\'(38.7-inf)\''}
@attribute pension {none ret_allw empl_contr}
@attribute standby-pay {'\'(-inf-3.2]\'' '\'(3.2-4.4]\'' '\'(4.4-5.6]\'' '\'(5.6-6.8]\'' '\'(6.8-8]\'' '\'(8-9.2]\'' '\'(9.2-10.4]\'' '\'(10.4-11.6]\'' '\'(11.6-12.8]\'' '\'(12.8-inf)\''}
@attribute shift-differential {'\'(-inf-2.5]\'' '\'(2.5-5]\'' '\'(5-7.5]\'' '\'(7.5-10]\'' '\'(10-12.5]\'' '\'(12.5-15]\'' '\'(15-17.5]\'' '\'(17.5-20]\'' '\'(20-22.5]\'' '\'(22.5-inf)\''}
@attribute education-allowance {yes no}
@attribute statutory-holidays {'\'(-inf-9.6]\'' '\'(9.6-10.2]\'' '\'(10.2-10.8]\'' '\'(10.8-11.4]\'' '\'(11.4-12]\'' '\'(12-12.6]\'' '\'(12.6-13.2]\'' '\'(13.2-13.8]\'' '\'(13.8-14.4]\'' '\'(14.4-inf)\''}
@attribute vacation {below_average average generous}
@attribute longterm-disability-assistance {yes no}
@attribute contribution-to-dental-plan {none half full}
@attribute bereavement-assistance {yes no}
@attribute contribution-to-health-plan {none half full}
@attribute class {bad good}
@data
'\'(-inf-1.2]\'' '\'(4.5-5]\'' ? ? ? '\'(38.7-inf)\'' ? ? '\'(-inf-2.5]\'' ? '\'(10.8-11.4]\'' average ? ? yes ? good
'\'(1.8-2]\'' '\'(4-4.5]\'' '\'(5.5-6]\'' ? ? '\'(34.8-36.1]\'' ret_allw ? ? yes '\'(10.8-11.4]\'' below_average ? full ? full good
? ? ? ? ? '\'(37.4-38.7]\'' empl_contr ? '\'(2.5-5]\'' ? '\'(10.8-11.4]\'' generous yes half yes half good
'\'(2.8-inf)\'' '\'(3.5-4]\'' '\'(3.5-4]\'' '\'(4.79-inf)\'' tc ? ? ? ? yes ? ? ? ? yes ? good
'\'(2.8-inf)\'' '\'(4-4.5]\'' '\'(4-4.5]\'' '\'(4.79-inf)\'' ? '\'(38.7-inf)\'' ? ? ? ? '\'(11.4-12]\'' average ? half yes half good
'\'(1.8-2]\'' '\'(-inf-2.5]\'' '\'(-inf-2.5]\'' ? ? '\'(34.8-36.1]\'' ? ? '\'(5-7.5]\'' yes '\'(11.4-12]\'' average ? ? ? ? good
'\'(2.8-inf)\'' '\'(3.5-4]\'' '\'(4.5-5]\'' '\'(4.79-inf)\'' tc ? empl_contr ? ? ? '\'(11.4-12]\'' generous yes none yes half good
'\'(2.8-inf)\'' '\'(6.5-inf)\'' '\'(4.5-5]\'' '\'(-inf-2.31]\'' ? '\'(38.7-inf)\'' ? ? '\'(2.5-5]\'' ? '\'(11.4-12]\'' below_average ? ? ? ? good
'\'(1.8-2]\'' '\'(2.5-3]\'' '\'(6.5-inf)\'' ? ? '\'(37.4-38.7]\'' ? '\'(11.6-12.8]\'' '\'(22.5-inf)\'' yes '\'(10.8-11.4]\'' below_average yes half yes ? good
'\'(-inf-1.2]\'' '\'(5.5-6]\'' ? ? none '\'(38.7-inf)\'' empl_contr ? '\'(2.5-5]\'' ? '\'(10.8-11.4]\'' generous yes full ? ? good
'\'(2.8-inf)\'' '\'(3-3.5]\'' '\'(3.5-4]\'' '\'(4.48-4.79]\'' none '\'(34.8-36.1]\'' ? ? '\'(2.5-5]\'' ? '\'(12.6-13.2]\'' generous ? ? yes full good
'\'(1.8-2]\'' '\'(6-6.5]\'' '\'(6-6.5]\'' ? ? '\'(37.4-38.7]\'' ? ? '\'(2.5-5]\'' ? '\'(14.4-inf)\'' ? ? full ? ? good
'\'(1.8-2]\'' '\'(3-3.5]\'' '\'(3.5-4]\'' ? none '\'(38.7-inf)\'' ? ? '\'(-inf-2.5]\'' no '\'(9.6-10.2]\'' below_average no half ? half bad
'\'(2.8-inf)\'' '\'(3-3.5]\'' '\'(3.5-4]\'' '\'(4.79-inf)\'' tcf '\'(36.1-37.4]\'' ? ? '\'(2.5-5]\'' ? '\'(12.6-13.2]\'' generous ? full yes full good
'\'(-inf-1.2]\'' '\'(2.5-3]\'' ? ? none '\'(34.8-36.1]\'' ? ? '\'(7.5-10]\'' no '\'(10.8-11.4]\'' generous ? ? ? ? good
'\'(1.8-2]\'' '\'(4-4.5]\'' '\'(3.5-4]\'' ? none '\'(36.1-37.4]\'' empl_contr ? ? ? '\'(10.8-11.4]\'' average ? full yes ? good
'\'(-inf-1.2]\'' '\'(2.5-3]\'' ? ? ? '\'(34.8-36.1]\'' ? ? '\'(-inf-2.5]\'' ? '\'(11.4-12]\'' below_average ? ? ? ? good
'\'(-inf-1.2]\'' '\'(-inf-2.5]\'' ? ? tc '\'(38.7-inf)\'' ret_allw '\'(-inf-3.2]\'' '\'(2.5-5]\'' no '\'(-inf-9.6]\'' below_average yes half ? none bad
'\'(-inf-1.2]\'' '\'(-inf-2.5]\'' ? ? none '\'(37.4-38.7]\'' none ? ? yes '\'(10.8-11.4]\'' average no none no none bad
'\'(1.8-2]\'' '\'(3.5-4]\'' '\'(4.5-5]\'' ? tcf '\'(34.8-36.1]\'' ? '\'(12.8-inf)\'' '\'(2.5-5]\'' ? '\'(14.4-inf)\'' generous ? ? ? ? good
'\'(1.8-2]\'' '\'(4-4.5]\'' '\'(4-4.5]\'' ? ? '\'(37.4-38.7]\'' ? ? '\'(2.5-5]\'' ? '\'(11.4-12]\'' generous ? full ? full good
'\'(1.8-2]\'' '\'(-inf-2.5]\'' '\'(2.5-3]\'' ? ? '\'(38.7-inf)\'' none ? ? ? '\'(10.8-11.4]\'' below_average ? ? ? ? bad
'\'(2.8-inf)\'' '\'(3-3.5]\'' '\'(3.5-4]\'' '\'(4.48-4.79]\'' tcf '\'(-inf-28.3]\'' ? ? ? ? ? ? ? ? ? ? good
'\'(1.8-2]\'' '\'(4-4.5]\'' '\'(3.5-4]\'' ? ? '\'(38.7-inf)\'' ? ? '\'(2.5-5]\'' ? '\'(9.6-10.2]\'' generous ? half ? full good
'\'(-inf-1.2]\'' '\'(5.5-6]\'' ? ? ? '\'(37.4-38.7]\'' ? '\'(6.8-8]\'' '\'(2.5-5]\'' ? '\'(-inf-9.6]\'' generous ? ? ? ? good
'\'(2.8-inf)\'' '\'(-inf-2.5]\'' '\'(-inf-2.5]\'' '\'(-inf-2.31]\'' none '\'(38.7-inf)\'' none ? ? ? '\'(9.6-10.2]\'' below_average ? half yes full bad
'\'(1.8-2]\'' '\'(4-4.5]\'' '\'(4-4.5]\'' ? tcf ? ? ? ? yes '\'(9.6-10.2]\'' below_average yes none ? half good
'\'(1.8-2]\'' '\'(2.5-3]\'' '\'(2.5-3]\'' ? none '\'(32.2-33.5]\'' ? ? ? yes '\'(11.4-12]\'' generous ? ? yes full good
'\'(1.8-2]\'' '\'(4.5-5]\'' '\'(3.5-4]\'' ? none '\'(36.1-37.4]\'' ? ? '\'(2.5-5]\'' no '\'(10.8-11.4]\'' below_average yes full yes full good
'\'(2.8-inf)\'' '\'(-inf-2.5]\'' '\'(-inf-2.5]\'' ? ? '\'(34.8-36.1]\'' none ? ? ? '\'(9.6-10.2]\'' average ? ? yes full bad
'\'(2.8-inf)\'' '\'(4-4.5]\'' '\'(4-4.5]\'' '\'(4.79-inf)\'' none '\'(38.7-inf)\'' ? ? ? no '\'(10.8-11.4]\'' average ? half ? ? good
'\'(2.8-inf)\'' '\'(2.5-3]\'' '\'(-inf-2.5]\'' '\'(2.31-2.62]\'' tc '\'(38.7-inf)\'' none ? '\'(2.5-5]\'' no '\'(9.6-10.2]\'' below_average yes half yes full bad
'\'(1.8-2]\'' '\'(-inf-2.5]\'' '\'(-inf-2.5]\'' ? ? '\'(37.4-38.7]\'' empl_contr ? ? ? '\'(9.6-10.2]\'' average ? ? ? ? bad
'\'(1.8-2]\'' '\'(3.5-4]\'' '\'(4.5-5]\'' ? none '\'(38.7-inf)\'' none ? '\'(2.5-5]\'' no '\'(9.6-10.2]\'' below_average no none ? none bad
'\'(2.8-inf)\'' '\'(-inf-2.5]\'' '\'(-inf-2.5]\'' '\'(-inf-2.31]\'' tc '\'(38.7-inf)\'' none '\'(-inf-3.2]\'' '\'(-inf-2.5]\'' no '\'(9.6-10.2]\'' below_average no half yes full bad
'\'(1.8-2]\'' '\'(-inf-2.5]\'' '\'(-inf-2.5]\'' ? none '\'(38.7-inf)\'' none ? ? no '\'(10.8-11.4]\'' average yes none yes full bad
'\'(-inf-1.2]\'' '\'(-inf-2.5]\'' ? ? tc '\'(38.7-inf)\'' ret_allw '\'(3.2-4.4]\'' '\'(-inf-2.5]\'' no '\'(10.8-11.4]\'' generous no none no none bad
'\'(-inf-1.2]\'' '\'(2.5-3]\'' ? ? none '\'(37.4-38.7]\'' empl_contr '\'(-inf-3.2]\'' '\'(2.5-5]\'' no '\'(-inf-9.6]\'' below_average yes half ? none bad
'\'(2.8-inf)\'' '\'(-inf-2.5]\'' '\'(-inf-2.5]\'' '\'(-inf-2.31]\'' ? '\'(36.1-37.4]\'' empl_contr ? ? ? '\'(9.6-10.2]\'' average ? ? yes none bad
'\'(1.8-2]\'' '\'(4-4.5]\'' '\'(3.5-4]\'' ? none '\'(38.7-inf)\'' ? ? '\'(2.5-5]\'' ? '\'(11.4-12]\'' average yes full yes half good
'\'(-inf-1.2]\'' '\'(3.5-4]\'' ? ? none ? none ? ? yes '\'(10.8-11.4]\'' average no none no none bad
'\'(1.8-2]\'' '\'(-inf-2.5]\'' '\'(2.5-3]\'' ? none '\'(37.4-38.7]\'' empl_contr ? ? yes '\'(11.4-12]\'' generous yes none yes full bad
'\'(1.8-2]\'' '\'(-inf-2.5]\'' '\'(-inf-2.5]\'' ? tc '\'(38.7-inf)\'' empl_contr ? ? ? '\'(11.4-12]\'' average ? ? yes ? bad
'\'(1.8-2]\'' '\'(-inf-2.5]\'' '\'(2.5-3]\'' ? tcf '\'(38.7-inf)\'' none ? ? ? '\'(10.8-11.4]\'' below_average ? ? yes ? bad
'\'(1.8-2]\'' '\'(3.5-4]\'' '\'(3.5-4]\'' ? none '\'(38.7-inf)\'' none ? '\'(2.5-5]\'' ? '\'(9.6-10.2]\'' below_average no none ? none bad
'\'(1.8-2]\'' '\'(4-4.5]\'' '\'(3.5-4]\'' ? ? '\'(38.7-inf)\'' ? ? '\'(-inf-2.5]\'' no '\'(9.6-10.2]\'' below_average no half ? half bad
'\'(1.8-2]\'' '\'(4-4.5]\'' '\'(3.5-4]\'' ? none '\'(38.7-inf)\'' ? ? '\'(2.5-5]\'' ? '\'(10.8-11.4]\'' average ? full yes full good
'\'(1.8-2]\'' '\'(4.5-5]\'' '\'(4.5-5]\'' ? tcf '\'(37.4-38.7]\'' ? ? ? ? ? ? yes half ? half good
'\'(1.8-2]\'' '\'(4.5-5]\'' '\'(4-4.5]\'' ? none '\'(37.4-38.7]\'' ? '\'(12.8-inf)\'' '\'(2.5-5]\'' ? '\'(10.8-11.4]\'' below_average yes ? ? full good
'\'(1.8-2]\'' '\'(5.5-6]\'' '\'(4-4.5]\'' ? none '\'(38.7-inf)\'' ret_allw ? ? ? '\'(10.8-11.4]\'' average yes full yes full good
'\'(1.8-2]\'' '\'(6.5-inf)\'' '\'(5-5.5]\'' ? ? ? ? ? ? ? '\'(10.8-11.4]\'' ? yes full ? ? good
'\'(2.8-inf)\'' '\'(-inf-2.5]\'' '\'(2.5-3]\'' ? tcf ? empl_contr ? ? yes ? ? yes half yes ? good
'\'(2.8-inf)\'' '\'(3-3.5]\'' '\'(3.5-4]\'' '\'(4.48-4.79]\'' tcf '\'(34.8-36.1]\'' ? ? ? ? '\'(12.6-13.2]\'' generous ? ? yes full good
'\'(2.8-inf)\'' '\'(3.5-4]\'' '\'(3-3.5]\'' ? none '\'(38.7-inf)\'' empl_contr ? '\'(5-7.5]\'' ? '\'(10.8-11.4]\'' average yes full ? full good
'\'(2.8-inf)\'' '\'(4.5-5]\'' '\'(4-4.5]\'' ? none '\'(37.4-38.7]\'' empl_contr '\'(9.2-10.4]\'' '\'(5-7.5]\'' ? '\'(10.8-11.4]\'' generous yes ? ? full good
'\'(2.8-inf)\'' '\'(4.5-5]\'' '\'(4.5-5]\'' '\'(4.79-inf)\'' ? '\'(38.7-inf)\'' ? ? ? ? '\'(11.4-12]\'' average ? half yes half good
'\'(2.8-inf)\'' '\'(5.5-6]\'' '\'(5.5-6]\'' '\'(3.86-4.17]\'' ? '\'(34.8-36.1]\'' ? ? '\'(12.5-15]\'' ? '\'(-inf-9.6]\'' generous yes full yes full good