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output_nips.txt
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F=0.8
K=10
Runtime is :3.256950855255127 seconds
The Frequent sets are:
Word indices:
[{39}, {4270}, {5344}, {5399}, {5554}, {7011}, {7358}, {7365}, {7579}, {8628}, {9134}, {9402}, {10003}, {11020}]
words:
[{'abstract'}, {'function'}, {'information'}, {'input'}, {'introduction'}, {'model'}, {'network'}, {'neural'}, {'number'}, {'problem'}, {'references'}, {'result'}, {'set'}, {'system'}]
F=0.7
K=10
Runtime is :2.4340262413024902 seconds
The Frequent sets are:
Word indices:
[{39}, {316}, {1482}, {2574}, {4146}, {4270}, {5344}, {5399}, {5554}, {6056}, {6120}, {7011}, {7358}, {7365}, {7579}, {7787}, {7874}, {7949}, {7969}, {8370}, {8628}, {8640}, {9134}, {9402}, {10003}, {11020}, {11857}]
words:
[{'abstract'}, {'algorithm'}, {'case'}, {'data'}, {'form'}, {'function'}, {'information'}, {'input'}, {'introduction'}, {'large'}, {'learning'}, {'model'}, {'network'}, {'neural'}, {'number'}, {'order'}, {'output'}, {'paper'}, {'parameter'}, {'point'}, {'problem'}, {'processing'}, {'references'}, {'result'}, {'set'}, {'system'}, {'values'}]
F=0.6
K=10
Runtime is :2.482834815979004 seconds
The Frequent sets are:
Word indices:
[{39}, {316}, {428}, {540}, {1482}, {2051}, {2574}, {3603}, {4146}, {4270}, {4372}, {5344}, {5399}, {5554}, {6056}, {6120}, {6245}, {6742}, {6836}, {7011}, {7358}, {7365}, {7484}, {7579}, {7787}, {7874}, {7949}, {7969}, {8140}, {8370}, {8628}, {8640}, {9134}, {9336}, {9402}, {9840}, {10003}, {10174}, {10181}, {10217}, {10305}, {10416}, {11020}, {11161}, {11297}, {11418}, {11719}, {11735}, {11857}, {12153}]
words:
[{'abstract'}, {'algorithm'}, {'analysis'}, {'approach'}, {'case'}, {'computation'}, {'data'}, {'error'}, {'form'}, {'function'}, {'general'}, {'information'}, {'input'}, {'introduction'}, {'large'}, {'learning'}, {'linear'}, {'mean'}, {'method'}, {'model'}, {'network'}, {'neural'}, {'non'}, {'number'}, {'order'}, {'output'}, {'paper'}, {'parameter'}, {'performance'}, {'point'}, {'problem'}, {'processing'}, {'references'}, {'research'}, {'result'}, {'science'}, {'set'}, {'similar'}, {'simple'}, {'single'}, {'small'}, {'space'}, {'system'}, {'term'}, {'tion'}, {'training'}, {'unit'}, {'university'}, {'values'}, {'weight'}]
F=0.5
K=10
Runtime is :3.269059658050537 seconds
The Frequent sets are:
Word indices:
[{39}, {316}, {339}, {428}, {532}, {533}, {540}, {822}, {1482}, {2051}, {2056}, {2087}, {2175}, {2192}, {2503}, {2574}, {2676}, {3023}, {3080}, {3215}, {3308}, {3563}, {3603}, {3750}, {4013}, {4047}, {4146}, {4180}, {4270}, {4372}, {4810}, {5177}, {5344}, {5399}, {5554}, {5934}, {6056}, {6120}, {6186}, {6245}, {6329}, {6742}, {6836}, {7011}, {7358}, {7365}, {7484}, {7538}, {7579}, {7623}, {7787}, {7874}, {7949}, {7969}, {8008}, {8051}, {8140}, {8370}, {8548}, {8550}, {8561}, {8623}, {8628}, {8637}, {8640}, {8940}, {8968}, {9010}, {9134}, {9303}, {9336}, {9402}, {9840}, {9879}, {10003}, {10174}, {10181}, {10217}, {10254}, {10305}, {10416}, {10568}, {10620}, {11020}, {11078}, {11161}, {11183}, {11215}, {11297}, {11418}, {11719}, {11735}, {11857}, {11901}, {12153}, {12383}]
words:
[{'abstract'}, {'algorithm'}, {'allow'}, {'analysis'}, {'application'}, {'applied'}, {'approach'}, {'average'}, {'case'}, {'computation'}, {'computer'}, {'conclusion'}, {'consider'}, {'constant'}, {'current'}, {'data'}, {'defined'}, {'discussion'}, {'distribution'}, {'due'}, {'effect'}, {'equation'}, {'error'}, {'experiment'}, {'find'}, {'fixed'}, {'form'}, {'found'}, {'function'}, {'general'}, {'high'}, {'important'}, {'information'}, {'input'}, {'introduction'}, {'known'}, {'large'}, {'learning'}, {'level'}, {'linear'}, {'local'}, {'mean'}, {'method'}, {'model'}, {'network'}, {'neural'}, {'non'}, {'note'}, {'number'}, {'obtained'}, {'order'}, {'output'}, {'paper'}, {'parameter'}, {'part'}, {'pattern'}, {'performance'}, {'point'}, {'present'}, {'presented'}, {'press'}, {'probability'}, {'problem'}, {'process'}, {'processing'}, {'random'}, {'rate'}, {'real'}, {'references'}, {'represent'}, {'research'}, {'result'}, {'science'}, {'section'}, {'set'}, {'similar'}, {'simple'}, {'single'}, {'size'}, {'small'}, {'space'}, {'standard'}, {'step'}, {'system'}, {'task'}, {'term'}, {'test'}, {'theory'}, {'tion'}, {'training'}, {'unit'}, {'university'}, {'values'}, {'vector'}, {'weight'}, {'zero'}]
F=0.4
K=10
Runtime is :6.692520380020142 seconds
The Frequent sets are:
Word indices:
[{18}, {39}, {76}, {105}, {316}, {339}, {428}, {532}, {533}, {540}, {554}, {574}, {692}, {822}, {1395}, {1482}, {1483}, {1689}, {1976}, {2012}, {2023}, {2051}, {2052}, {2056}, {2087}, {2095}, {2175}, {2182}, {2192}, {2260}, {2358}, {2503}, {2574}, {2676}, {2756}, {2759}, {2837}, {2910}, {2944}, {3023}, {3080}, {3215}, {3240}, {3308}, {3563}, {3603}, {3686}, {3750}, {3847}, {4013}, {4047}, {4116}, {4146}, {4180}, {4270}, {4372}, {4386}, {4803}, {4810}, {4811}, {5045}, {5177}, {5263}, {5344}, {5352}, {5370}, {5399}, {5554}, {5934}, {6056}, {6093}, {6103}, {6115}, {6120}, {6140}, {6186}, {6244}, {6245}, {6329}, {6407}, {6410}, {6700}, {6742}, {6836}, {6972}, {7011}, {7309}, {7349}, {7358}, {7365}, {7476}, {7484}, {7538}, {7579}, {7623}, {7766}, {7787}, {7874}, {7949}, {7969}, {8008}, {8051}, {8139}, {8140}, {8142}, {8370}, {8548}, {8550}, {8561}, {8574}, {8623}, {8628}, {8637}, {8640}, {8706}, {8737}, {8940}, {8947}, {8968}, {9010}, {9134}, {9296}, {9303}, {9306}, {9322}, {9336}, {9402}, {9405}, {9840}, {9879}, {10003}, {10145}, {10174}, {10181}, {10201}, {10217}, {10254}, {10305}, {10368}, {10416}, {10568}, {10620}, {10721}, {10861}, {11020}, {11078}, {11161}, {11183}, {11215}, {11297}, {11417}, {11418}, {11719}, {11735}, {11857}, {11901}, {12153}, {12383}, {76, 39}, {6115, 39}]
words:
[{'able'}, {'abstract'}, {'according'}, {'acknowledgement'}, {'algorithm'}, {'allow'}, {'analysis'}, {'application'}, {'applied'}, {'approach'}, {'approximation'}, {'architecture'}, {'assume'}, {'average'}, {'called'}, {'case'}, {'cases'}, {'chosen'}, {'compared'}, {'complex'}, {'component'}, {'computation'}, {'computational'}, {'computer'}, {'conclusion'}, {'condition'}, {'consider'}, {'consist'}, {'constant'}, {'control'}, {'correspond'}, {'current'}, {'data'}, {'defined'}, {'department'}, {'depend'}, {'determined'}, {'difference'}, {'dimensional'}, {'discussion'}, {'distribution'}, {'due'}, {'dynamic'}, {'effect'}, {'equation'}, {'error'}, {'examples'}, {'experiment'}, {'fact'}, {'find'}, {'fixed'}, {'follow'}, {'form'}, {'found'}, {'function'}, {'general'}, {'generated'}, {'hidden'}, {'high'}, {'higher'}, {'ieee'}, {'important'}, {'independent'}, {'information'}, {'ing'}, {'initial'}, {'input'}, {'introduction'}, {'known'}, {'large'}, {'layer'}, {'lead'}, {'learn'}, {'learning'}, {'left'}, {'level'}, {'line'}, {'linear'}, {'local'}, {'low'}, {'lower'}, {'maximum'}, {'mean'}, {'method'}, {'mit'}, {'model'}, {'need'}, {'net'}, {'network'}, {'neural'}, {'noise'}, {'non'}, {'note'}, {'number'}, {'obtained'}, {'optimal'}, {'order'}, {'output'}, {'paper'}, {'parameter'}, {'part'}, {'pattern'}, {'perform'}, {'performance'}, {'performed'}, {'point'}, {'present'}, {'presented'}, {'press'}, {'previous'}, {'probability'}, {'problem'}, {'process'}, {'processing'}, {'properties'}, {'provide'}, {'random'}, {'range'}, {'rate'}, {'real'}, {'references'}, {'report'}, {'represent'}, {'representation'}, {'required'}, {'research'}, {'result'}, {'resulting'}, {'science'}, {'section'}, {'set'}, {'signal'}, {'similar'}, {'simple'}, {'simulation'}, {'single'}, {'size'}, {'small'}, {'solution'}, {'space'}, {'standard'}, {'step'}, {'structure'}, {'sum'}, {'system'}, {'task'}, {'term'}, {'test'}, {'theory'}, {'tion'}, {'trained'}, {'training'}, {'unit'}, {'university'}, {'values'}, {'vector'}, {'weight'}, {'zero'}, {'abstract', 'according'}, {'abstract', 'learn'}]
F=0.3
K=10
Runtime is :14.539158582687378 seconds
The Frequent sets are:
Word indices:
[{18}, {39}, {76}, {96}, {105}, {158}, {171}, {172}, {211}, {316}, {339}, {374}, {398}, {428}, {532}, {533}, {540}, {542}, {554}, {574}, {639}, {692}, {697}, {822}, {937}, {941}, {990}, {1395}, {1401}, {1482}, {1483}, {1543}, {1598}, {1674}, {1689}, {1760}, {1768}, {1808}, {1924}, {1927}, {1951}, {1976}, {1979}, {2005}, {2012}, {2015}, {2023}, {2051}, {2052}, {2054}, {2055}, {2056}, {2058}, {2059}, {2087}, {2095}, {2111}, {2151}, {2175}, {2179}, {2182}, {2192}, {2204}, {2239}, {2260}, {2341}, {2358}, {2503}, {2574}, {2675}, {2676}, {2756}, {2759}, {2786}, {2797}, {2820}, {2836}, {2837}, {2847}, {2910}, {2923}, {2943}, {2944}, {2961}, {2965}, {3023}, {3057}, {3077}, {3080}, {3215}, {3240}, {3254}, {3292}, {3308}, {3320}, {3375}, {3555}, {3563}, {3576}, {3603}, {3628}, {3686}, {3725}, {3741}, {3750}, {3751}, {3847}, {3850}, {3915}, {3916}, {3979}, {4007}, {4008}, {4013}, {4015}, {4047}, {4116}, {4146}, {4180}, {4267}, {4270}, {4345}, {4372}, {4378}, {4386}, {4463}, {4490}, {4534}, {4553}, {4676}, {4803}, {4810}, {4811}, {5045}, {5164}, {5177}, {5223}, {5244}, {5263}, {5283}, {5344}, {5352}, {5370}, {5399}, {5430}, {5488}, {5554}, {5933}, {5934}, {6056}, {6058}, {6093}, {6103}, {6115}, {6120}, {6140}, {6186}, {6237}, {6244}, {6245}, {6329}, {6358}, {6407}, {6410}, {6477}, {6510}, {6523}, {6579}, {6676}, {6700}, {6742}, {6748}, {6836}, {6932}, {6972}, {7011}, {7094}, {7184}, {7279}, {7282}, {7309}, {7316}, {7349}, {7358}, {7365}, {7391}, {7476}, {7484}, {7538}, {7579}, {7615}, {7621}, {7623}, {7642}, {7766}, {7787}, {7817}, {7874}, {7935}, {7949}, {7963}, {7969}, {8008}, {8051}, {8139}, {8140}, {8142}, {8370}, {8427}, {8431}, {8513}, {8548}, {8550}, {8561}, {8574}, {8623}, {8628}, {8630}, {8632}, {8636}, {8637}, {8640}, {8643}, {8706}, {8715}, {8737}, {8738}, {8940}, {8947}, {8968}, {9010}, {9059}, {9134}, {9165}, {9216}, {9222}, {9296}, {9303}, {9306}, {9310}, {9321}, {9322}, {9324}, {9336}, {9377}, {9382}, {9402}, {9405}, {9649}, {9656}, {9712}, {9718}, {9772}, {9840}, {9879}, {9891}, {9973}, {10003}, {10145}, {10155}, {10174}, {10181}, {10192}, {10201}, {10217}, {10254}, {10305}, {10368}, {10416}, {10454}, {10568}, {10583}, {10593}, {10620}, {10721}, {10734}, {10845}, {10861}, {10904}, {11020}, {11025}, {11075}, {11078}, {11099}, {11102}, {11103}, {11161}, {11183}, {11186}, {11203}, {11215}, {11244}, {11282}, {11297}, {11376}, {11415}, {11417}, {11418}, {11536}, {11603}, {11719}, {11735}, {11857}, {11875}, {11876}, {11901}, {11933}, {12153}, {12340}, {12383}, {18, 39}, {76, 39}, {96, 39}, {2179, 39}, {2820, 39}, {2944, 39}, {3555, 39}, {6115, 39}, {7787, 39}, {10416, 39}]
words:
[{'able'}, {'abstract'}, {'according'}, {'achieved'}, {'acknowledgement'}, {'adaptive'}, {'addition'}, {'additional'}, {'advances'}, {'algorithm'}, {'allow'}, {'alway'}, {'amount'}, {'analysis'}, {'application'}, {'applied'}, {'approach'}, {'approaches'}, {'approximation'}, {'architecture'}, {'artificial'}, {'assume'}, {'assumption'}, {'average'}, {'basic'}, {'basis'}, {'behavior'}, {'called'}, {'cambridge'}, {'case'}, {'cases'}, {'center'}, {'change'}, {'choice'}, {'chosen'}, {'class'}, {'classification'}, {'close'}, {'com'}, {'combination'}, {'common'}, {'compared'}, {'comparison'}, {'complete'}, {'complex'}, {'complexity'}, {'component'}, {'computation'}, {'computational'}, {'compute'}, {'computed'}, {'computer'}, {'computing'}, {'con'}, {'conclusion'}, {'condition'}, {'conference'}, {'connection'}, {'consider'}, {'considered'}, {'consist'}, {'constant'}, {'constraint'}, {'continuous'}, {'control'}, {'correct'}, {'correspond'}, {'current'}, {'data'}, {'define'}, {'defined'}, {'department'}, {'depend'}, {'derived'}, {'describe'}, {'detail'}, {'determine'}, {'determined'}, {'developed'}, {'difference'}, {'difficult'}, {'dimension'}, {'dimensional'}, {'direction'}, {'directly'}, {'discussion'}, {'distance'}, {'distributed'}, {'distribution'}, {'due'}, {'dynamic'}, {'easily'}, {'edu'}, {'effect'}, {'efficient'}, {'element'}, {'equal'}, {'equation'}, {'equivalent'}, {'error'}, {'estimate'}, {'examples'}, {'exist'}, {'expected'}, {'experiment'}, {'experimental'}, {'fact'}, {'factor'}, {'feature'}, {'features'}, {'field'}, {'final'}, {'finally'}, {'find'}, {'finding'}, {'fixed'}, {'follow'}, {'form'}, {'found'}, {'full'}, {'function'}, {'gaussian'}, {'general'}, {'generalization'}, {'generated'}, {'give'}, {'goal'}, {'gradient'}, {'grant'}, {'hand'}, {'hidden'}, {'high'}, {'higher'}, {'ieee'}, {'implementation'}, {'important'}, {'including'}, {'increase'}, {'independent'}, {'individual'}, {'information'}, {'ing'}, {'initial'}, {'input'}, {'institute'}, {'interesting'}, {'introduction'}, {'knowledge'}, {'known'}, {'large'}, {'larger'}, {'layer'}, {'lead'}, {'learn'}, {'learning'}, {'left'}, {'level'}, {'limited'}, {'line'}, {'linear'}, {'local'}, {'log'}, {'low'}, {'lower'}, {'machine'}, {'main'}, {'makes'}, {'map'}, {'matrix'}, {'maximum'}, {'mean'}, {'measure'}, {'method'}, {'minimum'}, {'mit'}, {'model'}, {'morgan'}, {'multiple'}, {'natural'}, {'nature'}, {'need'}, {'negative'}, {'net'}, {'network'}, {'neural'}, {'neuron'}, {'noise'}, {'non'}, {'note'}, {'number'}, {'observed'}, {'obtain'}, {'obtained'}, {'occur'}, {'optimal'}, {'order'}, {'original'}, {'output'}, {'pair'}, {'paper'}, {'parallel'}, {'parameter'}, {'part'}, {'pattern'}, {'perform'}, {'performance'}, {'performed'}, {'point'}, {'position'}, {'positive'}, {'prediction'}, {'present'}, {'presented'}, {'press'}, {'previous'}, {'probability'}, {'problem'}, {'proc'}, {'procedure'}, {'proceeding'}, {'process'}, {'processing'}, {'produce'}, {'properties'}, {'proposed'}, {'provide'}, {'provided'}, {'random'}, {'range'}, {'rate'}, {'real'}, {'recognition'}, {'references'}, {'region'}, {'related'}, {'relative'}, {'report'}, {'represent'}, {'representation'}, {'represented'}, {'require'}, {'required'}, {'requires'}, {'research'}, {'respect'}, {'response'}, {'result'}, {'resulting'}, {'rule'}, {'run'}, {'sample'}, {'san'}, {'scale'}, {'science'}, {'section'}, {'seen'}, {'sequence'}, {'set'}, {'signal'}, {'significant'}, {'similar'}, {'simple'}, {'simply'}, {'simulation'}, {'single'}, {'size'}, {'small'}, {'solution'}, {'space'}, {'specific'}, {'standard'}, {'states'}, {'statistical'}, {'step'}, {'structure'}, {'study'}, {'suggest'}, {'sum'}, {'supported'}, {'system'}, {'table'}, {'target'}, {'task'}, {'technical'}, {'technique'}, {'techniques'}, {'term'}, {'test'}, {'tested'}, {'thank'}, {'theory'}, {'threshold'}, {'times'}, {'tion'}, {'total'}, {'train'}, {'trained'}, {'training'}, {'true'}, {'type'}, {'unit'}, {'university'}, {'values'}, {'variable'}, {'variables'}, {'vector'}, {'version'}, {'weight'}, {'yield'}, {'zero'}, {'abstract', 'able'}, {'abstract', 'according'}, {'achieved', 'abstract'}, {'considered', 'abstract'}, {'detail', 'abstract'}, {'dimensional', 'abstract'}, {'abstract', 'equal'}, {'abstract', 'learn'}, {'order', 'abstract'}, {'space', 'abstract'}]
F=0.2
K=10
Runtime is :49.95220422744751 seconds
The Frequent sets are:
Word indices:
[{16}, {18}, {39}, {76}, {77}, {88}, {89}, {95}, {96}, {105}, {126}, {133}, {134}, {137}, {140}, {141}, {158}, {165}, {171}, {172}, {211}, {212}, {316}, {339}, {365}, {374}, {398}, {428}, {532}, {533}, {535}, {536}, {540}, {542}, {549}, {551}, {554}, {563}, {574}, {579}, {639}, {658}, {692}, {693}, {695}, {697}, {751}, {794}, {822}, {831}, {937}, {941}, {990}, {1053}, {1087}, {1103}, {1210}, {1213}, {1245}, {1382}, {1392}, {1393}, {1395}, {1401}, {1482}, {1483}, {1537}, {1543}, {1598}, {1612}, {1674}, {1679}, {1689}, {1760}, {1762}, {1768}, {1783}, {1785}, {1808}, {1864}, {1873}, {1924}, {1927}, {1931}, {1951}, {1975}, {1976}, {1979}, {2005}, {2012}, {2015}, {2023}, {2051}, {2052}, {2054}, {2055}, {2056}, {2058}, {2059}, {2087}, {2095}, {2111}, {2149}, {2151}, {2175}, {2179}, {2182}, {2185}, {2192}, {2204}, {2205}, {2206}, {2221}, {2239}, {2252}, {2260}, {2276}, {2341}, {2353}, {2358}, {2378}, {2397}, {2461}, {2503}, {2510}, {2512}, {2574}, {2626}, {2675}, {2676}, {2680}, {2692}, 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words:
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