lda_tuning_results.csv.bak 6.0 KB

1234567891011121314151617181920212223242526272829303132333435
  1. topics,alphas,etas,u_mass,c_uci,c_npmi,c_v,train_ll_per_word,validation_ll,documents,words,perplexity,train_perplexity
  2. 25,0.01,0.001,-2.0507532058126,0.5162812122865874,0.0815619673566733,0.6447080160975456,-7.527863500890969,-1111338.0962898731,2407,139035,2960.831500335342,1859.1292294736693
  3. 25,0.01,0.01,-1.9592681539189736,0.515719585506925,0.0815635394246469,0.6513329696804283,-7.633875164703761,-1208821.781603977,2407,139035,5969.212868911775,2067.0446580628754
  4. 25,0.01,0.1,-2.004097784895809,0.5867753717676544,0.0909951242848126,0.6836486129947005,-7.799989538864971,-1320229.038702324,2407,139035,13301.86652662093,2440.5764462912034
  5. 25,0.1,0.001,-2.12110833526524,0.5177227645932123,0.0824881211618577,0.6478725478649139,-7.16822043641762,-1023726.468543768,2407,139035,1576.692548948935,1297.533503669959
  6. 25,0.1,0.01,-2.0792342234503085,0.5875598605815388,0.0917550246539516,0.657996652573347,-7.347685543675092,-1111876.6331644058,2407,139035,2972.322197114878,1552.5989437720318
  7. 25,0.1,0.1,-2.218874351369929,0.6107153713478142,0.0934951484398998,0.6623522773236036,-7.648404651141985,-1176276.1362937689,2407,139035,4723.417949614748,2097.2969986734315
  8. 25,1.0,0.001,-2.5038636890345707,0.2237219301237232,0.0393447516719235,0.5784355055242777,-6.0699932470274245,-784882.3412461281,2407,139035,282.9341236000402,432.6777597035653
  9. 25,1.0,0.01,-2.537602032892858,0.2346127770756312,0.0396116609635442,0.5874076932370663,-6.125087094741194,-806582.9676046371,2407,139035,330.72737814977904,457.18452990328393
  10. 25,1.0,0.1,-2.497969134078604,0.4072089955805305,0.0621356718876457,0.6194908951262478,-6.620281112153302,-868224.9306260347,2407,139035,515.2489225111632,750.1559454276133
  11. 50,0.01,0.001,-2.1012336960939315,0.4779329285538668,0.0737594915717886,0.6249730128869414,-8.385437006157689,-1409405.9403423965,2407,139035,25262.05091561457,4382.773429909747
  12. 50,0.01,0.01,-2.158365627847855,0.4616403193672426,0.0808922989321088,0.6507162732277068,-8.550610205807285,-1631671.672941178,2407,139035,124952.64433596356,5169.908172851373
  13. 50,0.01,0.1,-2.5320415891458183,0.3877381886085598,0.0930359425757415,0.6602829735334964,-8.732326931280905,-1832710.9744236616,2407,139035,530540.6808283038,6200.13863508583
  14. 50,0.1,0.001,-2.4099376041257994,0.3771019470451031,0.0777042200805969,0.6363829775834456,-8.233767209528251,-1255589.5083651545,2407,139035,8356.075160394912,3765.9943521760383
  15. 50,0.1,0.01,-2.4405150038491343,0.5159356595084484,0.092506181885224,0.6690205749869346,-8.397709394657088,-1325909.321195364,2407,139035,13856.56905461658,4436.891930541393
  16. 50,0.1,0.1,-2.934096880692142,0.2053124056099391,0.09046331019346646,0.6731717203315349,-8.674813545074652,-1389364.6770842075,2395,139194,21622.68598278434,5853.6082506833
  17. 50,1.0,0.001,-3.244118289282391,-0.3713965925812798,0.005401427409409144,0.5157255526883527,-6.002145846703242,-777087.6659517288,2395,139194,265.8060672435436,404.29541932979924
  18. 50,1.0,0.01,-3.0854809682386506,-0.09443900624350789,0.02415836957422782,0.5665284552825615,-6.218258803636473,-813575.2323627472,2395,139194,345.4685436515896,501.82868857759416
  19. 50,1.0,0.1,-3.016831974423415,0.00020470803754271146,0.03220925815176714,0.5791990198902784,-6.926133426996481,-896986.9768537283,2395,139194,629.011616812653,1018.548065503347
  20. 75,0.01,0.001,-2.2970879928865378,0.39178791247098316,0.06839940357387776,0.6284064464612554,-9.33675007098357,-1707094.874586314,2395,139194,211957.5359702637,11347.469777709584
  21. 75,0.01,0.01,-2.5647072554589836,0.2042895462721509,0.06534130294097361,0.6211830578347047,-9.374606902271465,-1906852.9614284933,2395,139194,890240.3993623527,11785.283867549764
  22. 75,0.01,0.1,-4.4256656946974555,-0.8257533601567592,0.045579015128890114,0.7066544133822122,-9.661424754786582,-2406401.646156311,2395,139194,32220495.845773723,15700.137586770732
  23. 75,0.1,0.001,-2.7278248785591086,0.07649372880063582,0.057211709388861026,0.5993329465016723,-9.32317848805086,-1420515.3384491205,2395,139194,27045.920310088724,11194.506972063367
  24. 75,0.1,0.01,-2.6820103401258244,0.27627448538993904,0.0812746592253463,0.6367763847211996,-9.3329855682882,-1467068.8632167578,2395,139194,37787.82008439372,11304.832501569008
  25. 75,0.1,0.1,-5.015408701880055,-0.9452051895187994,0.054982109036441774,0.70681791361173,-9.79603042770071,-1630491.6266477108,2395,139194,122247.97234187793,17962.3005690996
  26. 75,1.0,0.001,-4.009691248931107,-1.319708322761407,-0.03167679241548963,0.52003755753239,-6.3246570435640175,-815177.047501564,2395,139194,349.467085712399,558.1663540922308
  27. 75,1.0,0.01,-4.290535853022517,-1.5552702754306964,-0.03301474166049749,0.5328050865431626,-6.54685696269339,-847656.9738044739,2395,139194,441.31205974102943,697.0498734814583
  28. 75,1.0,0.1,-3.9136050478560582,-1.0554946110586432,-0.0019922328226320224,0.5647611040739963,-7.446037428230564,-955823.2368198633,2395,139194,959.9125879531417,1713.0615490354583
  29. 100,0.01,0.001,-2.7031076322323906,0.08056271515949533,0.05269574977203845,0.606229405745864,-10.215949913895383,-1934606.2388528883,2395,139194,1086674.207508304,27335.72992439473
  30. 100,0.01,0.01,-2.856860720719537,0.11636433143552347,0.07489092194700285,0.6560857769530267,-10.089648267942438,-2199471.862078339,2395,139194,7286141.7054269705,24092.316902923725
  31. 100,0.01,0.1,-7.4020097467023955,-2.129610076445053,0.012224689759534503,0.7875170152485375,-10.122476482904323,-2416556.893027693,2395,139194,34659098.40633259,24896.349938798157
  32. 100,0.1,0.001,-3.445312702729135,-0.4339794578785425,0.03858007563505427,0.620373019424267,-10.219515669061797,-1562622.1995954514,2395,139194,75073.13728885456,27433.376432910052
  33. 100,0.1,0.01,-3.3382564557097805,-0.30502537199786584,0.05313558976948689,0.6352692026533187,-10.364387888237845,-1638672.347979784,2395,139194,129648.06993440232,31710.016511574177
  34. 100,0.1,0.1,-7.30788547231571,-2.06924433922908,0.016594583619257575,0.7753474528491496,-10.837217901203614,-1861475.4663758278,2395,139194,642578.9793536088,50879.62873964187
  35. 100,1.0,0.001,-5.421606476603966,-2.7569077358736553,-0.08457475090316009,0.543051505215466,-6.749748286063692,-864787.6228094101,2395,139194,499.1080251742554,853.8438110874692