Inferring the number of topics for gensim’s LDA – perplexity, CM, AIC …

January 24, 2025

Having negative perplexity apparently is due to infinitesimal probabilities being converted to the log scale automatically by Gensim, but even though a lower perplexity is desired, the lower bound value denotes deterioration (according to this), so the lower bound value of perplexity is deteriorating with a larger number of topics in my figures …

https://stats.stackexchange.com/questions/322809/inferring-the-number-of-topics-for-gensims-lda-perplexity-cm-aic-and-bic

Inferring the number of topics for gensim’s LDA – perplexity, CM, AIC … <body> <h1> Array ( [0] => unferring the number of topics for gensim’s lda – perplexity, cm, aic … [1] => jnferring the number of topics for gensim’s lda – perplexity, cm, aic … [2] => knferring the number of topics for gensim’s lda – perplexity, cm, aic … [3] => onferring the number of topics for gensim’s lda – perplexity, cm, aic … [4] => 9nferring the number of topics for gensim’s lda – perplexity, cm, aic … [5] => 8nferring the number of topics for gensim’s lda – perplexity, cm, aic … [6] => ibferring the number of topics for gensim’s lda – perplexity, cm, aic … [7] => imferring the number of topics for gensim’s lda – perplexity, cm, aic … [8] => ijferring the number of topics for gensim’s lda – perplexity, cm, aic … [9] => ihferring the number of topics for gensim’s lda – perplexity, cm, aic … [10] => inderring the number of topics for gensim’s lda – perplexity, cm, aic … [11] => incerring the number of topics 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[74] => inferring the njmber of topics for gensim’s lda – perplexity, cm, aic … [75] => inferring the nimber of topics for gensim’s lda – perplexity, cm, aic … [76] => inferring the n8mber of topics for gensim’s lda – perplexity, cm, aic … [77] => inferring the n7mber of topics for gensim’s lda – perplexity, cm, aic … [78] => inferring the nunber of topics for gensim’s lda – perplexity, cm, aic … [79] => inferring the nukber of topics for gensim’s lda – perplexity, cm, aic … [80] => inferring the nujber of topics for gensim’s lda – perplexity, cm, aic … [81] => inferring the numver of topics for gensim’s lda – perplexity, cm, aic … [82] => inferring the numner of topics for gensim’s lda – perplexity, cm, aic … [83] => inferring the numher of topics for gensim’s lda – perplexity, cm, aic … [84] => inferring the numger of topics for gensim’s lda – perplexity, cm, aic … [85] => inferring the numbwr of topics for gensim’s lda – perplexity, cm, aic … [86] => inferring the numbsr of topics for gensim’s lda – perplexity, cm, aic … [87] => inferring the numbdr of topics for gensim’s lda – perplexity, cm, aic … [88] => inferring the numbrr of topics for gensim’s lda – perplexity, cm, aic … [89] => inferring the numb4r of topics for gensim’s lda – perplexity, cm, aic … [90] => inferring the numb3r of topics for gensim’s lda – perplexity, cm, aic … [91] => inferring the numbee of topics for gensim’s lda – perplexity, cm, aic … [92] => inferring the numbed of topics for gensim’s lda – perplexity, cm, aic … [93] => inferring the numbef of topics for gensim’s lda – perplexity, cm, aic … [94] => inferring the numbet of topics for gensim’s lda – perplexity, cm, aic … [95] => inferring the numbe5 of topics for gensim’s lda – perplexity, cm, aic … [96] => inferring the numbe4 of topics for gensim’s lda – perplexity, cm, aic … [97] => inferring the number if topics for gensim’s lda – perplexity, cm, aic … [98] => inferring the number kf topics for gensim’s lda – perplexity, cm, aic … [99] => inferring the number lf topics for gensim’s lda – perplexity, cm, aic … [100] => inferring the number pf topics for gensim’s lda – perplexity, cm, aic … [101] => inferring the number 0f topics for gensim’s lda – perplexity, cm, aic … [102] => inferring the number 9f topics for gensim’s lda – perplexity, cm, aic … [103] => inferring the number od topics for gensim’s lda – perplexity, cm, aic … [104] => inferring the number oc topics for gensim’s lda – perplexity, cm, aic … [105] => inferring the number ov topics for gensim’s lda – perplexity, cm, aic … [106] => inferring the number og topics for gensim’s lda – perplexity, cm, aic … [107] => inferring the number ot topics for gensim’s lda – perplexity, cm, aic … [108] => inferring the number or topics for gensim’s lda – perplexity, cm, aic … [109] => inferring the number of ropics for gensim’s lda – perplexity, cm, aic … [110] => inferring the number of fopics for gensim’s lda – perplexity, cm, aic … [111] => inferring the number of gopics for gensim’s lda – perplexity, cm, aic … [112] => inferring the number of yopics for gensim’s lda – perplexity, cm, aic … [113] => inferring the number of 6opics for gensim’s lda – perplexity, cm, aic … [114] => inferring the number of 5opics for gensim’s lda – perplexity, cm, aic … [115] => inferring the number of tipics for gensim’s lda – perplexity, cm, aic … [116] => inferring the number of tkpics for gensim’s lda – perplexity, cm, aic … [117] => inferring the number of tlpics for gensim’s lda – perplexity, cm, aic … [118] => inferring the number of tppics for gensim’s lda – perplexity, cm, aic … [119] => inferring the number of t0pics for gensim’s lda – perplexity, cm, aic … [120] => inferring the number of t9pics for gensim’s lda – perplexity, cm, aic … [121] => inferring the number of tooics for gensim’s lda – perplexity, cm, aic … [122] => inferring the number of tolics for gensim’s lda – perplexity, cm, aic … [123] => inferring the number of to-ics for gensim’s lda – perplexity, cm, aic … [124] => inferring the number of to0ics for gensim’s lda – perplexity, cm, aic … [125] => inferring the number of topucs for gensim’s lda – perplexity, cm, aic … [126] => inferring the number of topjcs for gensim’s lda – perplexity, cm, aic … [127] => inferring the number of topkcs for gensim’s lda – perplexity, cm, aic … [128] => inferring the number of topocs for gensim’s lda – perplexity, cm, aic … [129] => inferring the number of top9cs for gensim’s lda – perplexity, cm, aic … [130] => inferring the number of top8cs for gensim’s lda – perplexity, cm, aic … [131] => inferring the number of topixs for gensim’s lda – perplexity, cm, aic … [132] => inferring the number of topivs for gensim’s lda – perplexity, cm, aic … [133] => inferring the number of topifs for gensim’s lda – perplexity, cm, aic … [134] => inferring the number of topids for gensim’s lda – perplexity, cm, aic … [135] => inferring the number of topica for gensim’s lda – perplexity, cm, aic … [136] => inferring the number of topicz for gensim’s lda – perplexity, cm, aic … [137] => inferring the number of topicx for gensim’s lda – perplexity, cm, aic … [138] => inferring the number of topicd for gensim’s lda – perplexity, cm, aic … [139] => inferring the number of topice for gensim’s lda – perplexity, cm, aic … [140] => inferring the number of topicw for gensim’s lda – perplexity, cm, aic … [141] => inferring the number of topics dor gensim’s lda – perplexity, cm, aic … [142] => inferring the number of topics cor gensim’s lda – perplexity, cm, aic … [143] => inferring the number of topics vor gensim’s lda – perplexity, cm, aic … [144] => inferring the number of topics gor gensim’s lda – perplexity, cm, aic … [145] => inferring the number of topics tor gensim’s lda – perplexity, cm, aic … [146] => inferring the number of topics ror gensim’s lda – perplexity, cm, aic … [147] => inferring the number of topics fir gensim’s lda – perplexity, cm, aic … [148] => inferring the number of topics fkr gensim’s lda – perplexity, cm, aic … [149] => inferring the number of topics flr gensim’s lda – perplexity, cm, aic … [150] => inferring the number of topics fpr gensim’s lda – perplexity, cm, aic … [151] => inferring the number of topics f0r gensim’s lda – perplexity, cm, aic … [152] => inferring the number of topics f9r gensim’s lda – perplexity, cm, aic … [153] => inferring the number of topics foe gensim’s lda – perplexity, cm, aic … [154] => inferring the number of topics fod gensim’s lda – perplexity, cm, aic … [155] => inferring the number of topics fof gensim’s lda – perplexity, cm, aic … [156] => inferring the number of topics fot gensim’s lda – perplexity, cm, aic … [157] => inferring the number of topics fo5 gensim’s lda – perplexity, cm, aic … [158] => inferring the number of topics fo4 gensim’s lda – perplexity, cm, aic … [159] => inferring the number of topics for fensim’s lda – perplexity, cm, aic … [160] => inferring the number of topics for vensim’s lda – perplexity, cm, aic … [161] => inferring the number of topics for bensim’s lda – perplexity, cm, aic … [162] => inferring the number of topics for hensim’s lda – perplexity, cm, aic … [163] => inferring the number of topics for yensim’s lda – perplexity, cm, aic … [164] => inferring the number of topics for tensim’s lda – perplexity, cm, aic … [165] => inferring the number of topics for gwnsim’s lda – perplexity, cm, aic … [166] => inferring the number of topics for gsnsim’s lda – perplexity, cm, aic … [167] => inferring the number of topics for gdnsim’s lda – perplexity, cm, aic … [168] => inferring the number of topics for grnsim’s lda – perplexity, cm, aic … [169] => inferring the number of topics for g4nsim’s lda – perplexity, cm, aic … [170] => inferring the number of topics for g3nsim’s lda – perplexity, cm, aic … [171] => inferring the number of topics for gebsim’s lda – perplexity, cm, aic … [172] => inferring the number of topics for gemsim’s lda – perplexity, cm, aic … [173] => inferring the number of topics for gejsim’s lda – perplexity, cm, aic … [174] => inferring the number of topics for gehsim’s lda – perplexity, cm, aic … [175] => inferring the number of topics for genaim’s lda – perplexity, cm, aic … [176] => inferring the number of topics for genzim’s lda – perplexity, cm, aic … [177] => inferring the number of topics for genxim’s lda – perplexity, cm, aic … [178] => inferring the number of topics for gendim’s lda – perplexity, cm, aic … [179] => inferring the number of topics for geneim’s lda – perplexity, cm, aic … [180] => inferring the number of topics for genwim’s lda – perplexity, cm, aic … [181] => inferring the number of topics for gensum’s lda – perplexity, cm, aic … [182] => inferring the number of topics for gensjm’s lda – perplexity, cm, aic … [183] => inferring the number of topics for genskm’s lda – perplexity, cm, aic … [184] => inferring the number of topics for gensom’s lda – perplexity, cm, aic … [185] => inferring the number of 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topics for gensim⁽s lda – perplexity, cm, aic … [198] => inferring the number of topics for gensim‣s lda – perplexity, cm, aic … [199] => inferring the number of topics for gensim&#82q7;s lda – perplexity, cm, aic … [200] => inferring the number of topics for gensim‘s lda – perplexity, cm, aic … [201] => inferring the number of topics for gensim&#821y;s lda – perplexity, cm, aic … [202] => inferring the number of topics for gensim&#821u;s lda – perplexity, cm, aic … [203] => inferring the number of topics for gensim‚s lda – perplexity, cm, aic … [204] => inferring the number of topics for gensim’a lda – perplexity, cm, aic … [205] => inferring the number of topics for gensim’z lda – perplexity, cm, aic … [206] => inferring the number of topics for gensim’x lda – perplexity, cm, aic … [207] => inferring the number of topics for gensim’d lda – perplexity, cm, aic … [208] => inferring the number of topics for gensim’e lda – perplexity, cm, aic … [209] => inferring the number of topics for gensim’w lda – perplexity, cm, aic … [210] => inferring the number of topics for gensim’s kda – perplexity, cm, aic … [211] => inferring the number of topics for gensim’s pda – perplexity, cm, aic … [212] => inferring the number of topics for gensim’s oda – perplexity, cm, aic … [213] => inferring the number of topics for gensim’s lsa – perplexity, cm, aic … [214] => inferring the number of topics for gensim’s lxa – perplexity, cm, aic … [215] => inferring the number of topics for gensim’s lca – perplexity, cm, aic … [216] => inferring the number of topics for gensim’s lfa – perplexity, cm, aic … [217] => inferring the number of topics for gensim’s lra – perplexity, cm, aic … [218] => inferring the number of topics for gensim’s lea – perplexity, cm, aic … [219] => inferring the number of topics for gensim’s ldz – perplexity, cm, aic … [220] => inferring the number of topics for gensim’s lds – perplexity, cm, aic … [221] => inferring the number of topics for gensim’s ldw – perplexity, cm, aic … [222] => inferring the number of topics for gensim’s ldq – perplexity, cm, aic … [223] => inferring the number of topics for gensim’s lda ᰫ perplexity, cm, aic … [224] => inferring the number of topics for gensim’s lda &#u211; perplexity, cm, aic … [225] => inferring the number of topics for gensim’s lda &#i211; perplexity, cm, aic … [226] => inferring the number of topics for gensim’s lda ⏻ perplexity, cm, aic … [227] => inferring the number of topics for gensim’s lda ᾯ perplexity, cm, aic … [228] => inferring the number of topics for gensim’s lda &#8q11; perplexity, cm, aic … [229] => inferring the number of topics for gensim’s lda &#8w11; perplexity, cm, aic … [230] => inferring the number of topics for gensim’s lda ⁷ perplexity, cm, aic … [231] => inferring the number of topics for gensim’s lda ” perplexity, cm, aic … [232] => inferring the number of topics for gensim’s lda &#82q1; perplexity, cm, aic … [233] => inferring the number of topics for gensim’s lda — perplexity, cm, aic … [234] => inferring the number of topics for gensim’s lda &#821q; perplexity, cm, aic … [235] => inferring the number of topics for gensim’s lda – oerplexity, cm, aic … [236] => inferring the number of topics for gensim’s lda – lerplexity, cm, aic … [237] => inferring the number of topics for gensim’s lda – -erplexity, cm, aic … [238] => inferring the number of topics for gensim’s lda – 0erplexity, cm, aic … [239] => inferring the number of topics for gensim’s lda – pwrplexity, cm, aic … [240] => inferring the number of topics for gensim’s lda – psrplexity, cm, aic … [241] => inferring the number of topics for gensim’s lda – pdrplexity, cm, aic … [242] => inferring the number of topics for gensim’s lda – prrplexity, cm, aic … [243] => inferring the number of topics for gensim’s lda – p4rplexity, cm, aic … [244] => inferring the number of topics for gensim’s lda – p3rplexity, cm, aic … [245] => inferring the number of topics for gensim’s lda – peeplexity, cm, aic … [246] => inferring the number of topics for gensim’s lda – pedplexity, cm, aic … [247] => inferring the number of topics for gensim’s lda – pefplexity, cm, aic … [248] => inferring the number of topics for gensim’s lda – petplexity, cm, aic … [249] => inferring the number of topics for gensim’s lda – pe5plexity, cm, aic … [250] => inferring the number of topics for gensim’s lda – pe4plexity, cm, aic … [251] => inferring the number of topics for gensim’s lda – perolexity, cm, aic … [252] => inferring the number of topics for gensim’s lda – perllexity, cm, aic … [253] => inferring the number of topics for gensim’s lda – per-lexity, cm, aic … [254] => inferring the number of topics for gensim’s lda – per0lexity, cm, aic … [255] => inferring the number of topics for gensim’s lda – perpkexity, cm, aic … [256] => inferring the number of topics for gensim’s lda – perppexity, cm, aic … [257] => inferring the number of topics for gensim’s lda – perpoexity, cm, aic … [258] => inferring the number of topics for gensim’s lda – perplwxity, cm, aic … [259] => inferring the number of topics for gensim’s lda – perplsxity, cm, aic … [260] => inferring the number of topics for gensim’s lda – perpldxity, cm, aic … [261] => inferring the number of topics for gensim’s lda – perplrxity, cm, aic … [262] => inferring the number of topics for gensim’s lda – perpl4xity, cm, aic … [263] => inferring the number of topics for gensim’s lda – perpl3xity, cm, aic … [264] => inferring the number of topics for gensim’s lda – perplezity, cm, aic … [265] => inferring the number of topics for gensim’s lda – perplecity, cm, aic … [266] => inferring the number of topics for gensim’s lda – perpledity, cm, aic … [267] => inferring the number of topics for gensim’s lda – perplesity, cm, aic … [268] => inferring the number of topics for gensim’s lda – perplexuty, cm, aic … [269] => inferring the number of topics for gensim’s lda – perplexjty, cm, aic … [270] => inferring the number of topics for gensim’s lda – perplexkty, cm, aic … [271] => inferring the number of topics for gensim’s lda – perplexoty, cm, aic … [272] => inferring the number of topics for gensim’s lda – perplex9ty, cm, aic … [273] => inferring the number of topics for gensim’s lda – perplex8ty, cm, aic … [274] => inferring the number of topics for gensim’s lda – perplexiry, cm, aic … [275] => inferring the number of topics for gensim’s lda – perplexify, cm, aic … [276] => inferring the number of topics for gensim’s lda – perplexigy, cm, aic … [277] => inferring the number of topics for gensim’s lda – perplexiyy, cm, aic … [278] => inferring the number of topics for gensim’s lda – perplexi6y, cm, aic … [279] => inferring the number of topics for gensim’s lda – perplexi5y, cm, aic … [280] => inferring the number of topics for gensim’s lda – perplexitt, cm, aic … [281] => inferring the number of topics for gensim’s lda – perplexitg, cm, aic … [282] => inferring the number of topics for gensim’s lda – perplexith, cm, aic … [283] => inferring the number of topics for gensim’s lda – perplexitu, cm, aic … [284] => inferring the number of topics for gensim’s lda – perplexit7, cm, aic … [285] => inferring the number of topics for gensim’s lda – perplexit6, cm, aic … [286] => inferring the number of topics for gensim’s lda – perplexitym cm, aic … [287] => inferring the number of topics for gensim’s lda – perplexityk cm, aic … [288] => inferring the number of topics for gensim’s lda – perplexityl cm, aic … [289] => inferring the number of topics for gensim’s lda – perplexity. cm, aic … [290] => inferring the number of topics for gensim’s lda – perplexity cm, aic … [291] => inferring the number of topics for gensim’s lda – perplexity, xm, aic … [292] => inferring the number of topics for gensim’s lda – perplexity, vm, aic … [293] => inferring the number of topics for gensim’s lda – perplexity, fm, aic … [294] => inferring the number of topics for gensim’s lda – perplexity, dm, aic … [295] => inferring the number of topics for gensim’s lda – perplexity, cn, aic … [296] => inferring the number of topics for gensim’s lda – perplexity, ck, aic … [297] => inferring the number of topics for gensim’s lda – perplexity, cj, aic … [298] => inferring the number of topics for gensim’s lda – perplexity, cmm aic … [299] => inferring the number of topics for gensim’s lda – perplexity, cmk aic … [300] => inferring the number of topics for gensim’s lda – perplexity, cml aic … [301] => inferring the number of topics for gensim’s lda – perplexity, cm. aic … [302] => inferring the number of topics for gensim’s lda – perplexity, cm aic … [303] => inferring the number of topics for gensim’s lda – perplexity, cm, zic … [304] => inferring the number of topics for gensim’s lda – perplexity, cm, sic … [305] => inferring the number of topics for gensim’s lda – perplexity, cm, wic … [306] => inferring the number of topics for gensim’s lda – perplexity, cm, qic … [307] => inferring the number of topics for gensim’s lda – perplexity, cm, auc … [308] => inferring the number of topics for gensim’s lda – perplexity, cm, ajc … [309] => inferring the number of topics for gensim’s lda – perplexity, cm, akc … [310] => inferring the number of topics for gensim’s lda – perplexity, cm, aoc … [311] => inferring the number of topics for gensim’s lda – perplexity, cm, a9c … [312] => inferring the number of topics for gensim’s lda – perplexity, cm, a8c … [313] => inferring the number of topics for gensim’s lda – perplexity, cm, aix … [314] => inferring the number of topics for gensim’s lda – perplexity, cm, aiv … [315] => inferring the number of topics for gensim’s lda – perplexity, cm, aif … [316] => inferring the number of topics for gensim’s lda – perplexity, cm, aid … [317] => inferring the number of topics for gensim’s lda – perplexity, cm, aic ᰾ [318] => inferring the number of topics for gensim’s lda – perplexity, cm, aic &#u230; [319] => inferring the number of topics for gensim’s lda – perplexity, cm, aic &#i230; [320] => inferring the number of topics for gensim’s lda – perplexity, cm, aic ␎ [321] => inferring the number of topics for gensim’s lda – perplexity, cm, aic ῂ [322] => inferring the number of topics for gensim’s lda – perplexity, cm, aic &#8q30; [323] => inferring the number of topics for gensim’s lda – perplexity, cm, aic &#8w30; [324] => inferring the number of topics for gensim’s lda – perplexity, cm, aic ₊ [325] => inferring the number of topics for gensim’s lda – perplexity, cm, aic “ [326] => inferring the number of topics for gensim’s lda – perplexity, cm, aic &#82w0; [327] => inferring the number of topics for gensim’s lda – perplexity, cm, aic &#82e0; [328] => inferring the number of topics for gensim’s lda – perplexity, cm, aic ‰ [329] => inferring the number of topics for gensim’s lda – perplexity, cm, aic   [330] => inferring the number of topics for gensim’s lda – perplexity, cm, aic &#823o; [331] => inferring the number of topics for gensim’s lda – perplexity, cm, aic &#823p; [332] => inferring the number of topics for gensim’s lda – perplexity, cm, aic &#823-; ) </h1> </body>