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vardial-2019.log
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vardial-2019.log
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Model 1 to 1 grams...
Vectorizing...took 1.297764778137207 seconds.
Training... took 0.8218259811401367 seconds.
0.5424049674390429
Model 1 to 2 grams...
Vectorizing...took 2.8400020599365234 seconds.
Training... took 0.9084727764129639 seconds.
0.6674996213842193
Model 2 to 2 grams...
Vectorizing...took 1.8894622325897217 seconds.
Training... took 0.855989933013916 seconds.
0.6850673936089656
Model 1 to 3 grams...
Vectorizing...took 5.539652109146118 seconds.
Training... took 1.182821273803711 seconds.
0.6915795850371044
Model 2 to 3 grams...
Vectorizing...took 4.524247407913208 seconds.
Training... took 1.1387288570404053 seconds.
0.7102074814478267
Model 3 to 3 grams...
Vectorizing...took 2.8207528591156006 seconds.
Training... took 1.0289416313171387 seconds.
0.709828865667121
Model 1 to 4 grams...
Vectorizing...took 9.638025999069214 seconds.
Training... took 1.5790178775787354 seconds.
0.7020293805845828
Model 2 to 4 grams...
Vectorizing...took 8.48371148109436 seconds.
Training... took 1.5663480758666992 seconds.
0.7238376495532334
Model 3 to 4 grams...
Vectorizing...took 6.705681324005127 seconds.
Training... took 1.4666545391082764 seconds.
0.7236104800848099
Model 4 to 4 grams...
Vectorizing...took 3.695857524871826 seconds.
Training... took 1.1828680038452148 seconds.
0.6690140845070423
Model 1 to 5 grams...
Vectorizing...took 14.420955181121826 seconds.
Training... took 2.128239870071411 seconds.
0.702180826896865
Model 2 to 5 grams...
Vectorizing...took 13.309091567993164 seconds.
Training... took 2.0699994564056396 seconds.
0.7242162653339391
Model 3 to 5 grams...
Vectorizing...took 11.457550525665283 seconds.
Training... took 1.9720592498779297 seconds.
0.7265636831743147
Model 4 to 5 grams...
Vectorizing...took 8.473145961761475 seconds.
Training... took 1.697392225265503 seconds.
0.6771164622141451
Model 5 to 5 grams...
Vectorizing...took 4.549069166183472 seconds.
Training... took 1.3075857162475586 seconds.
0.5978343177343631
Model 1 to 6 grams...
Vectorizing...took 19.610016345977783 seconds.
Training... took 2.6840758323669434 seconds.
0.7005149174617598
Model 2 to 6 grams...
Vectorizing...took 18.50575280189514 seconds.
Training... took 2.6672422885894775 seconds.
0.722626079054975
Model 3 to 6 grams...
Vectorizing...took 16.680601358413696 seconds.
Training... took 2.5724432468414307 seconds.
0.7251249432076329
Model 4 to 6 grams...
Vectorizing...took 13.29363226890564 seconds.
Training... took 2.281607151031494 seconds.
0.6728002423140996
Model 5 to 6 grams...
Vectorizing...took 9.57083249092102 seconds.
Training... took 1.866640329360962 seconds.
0.6000302892624565
Model 6 to 6 grams...
Vectorizing...took 4.832533359527588 seconds.
Training... took 1.3605830669403076 seconds.
0.5029532030895048
Model 1 to 7 grams...
Vectorizing...took 25.14253044128418 seconds.
Training... took 3.3228209018707275 seconds.
0.6977888838406785
Model 2 to 7 grams...
Vectorizing...took 24.06107497215271 seconds.
Training... took 3.284313917160034 seconds.
0.7199000454338936
Model 3 to 7 grams...
Vectorizing...took 21.937300205230713 seconds.
Training... took 3.153688669204712 seconds.
0.7236862032409511
Model 4 to 7 grams...
Vectorizing...took 19.26612091064453 seconds.
Training... took 2.8935258388519287 seconds.
0.6713615023474179
Model 5 to 7 grams...
Vectorizing...took 14.865302562713623 seconds.
Training... took 2.514021873474121 seconds.
0.5983643798273512
Model 6 to 7 grams...
Vectorizing...took 10.009048461914062 seconds.
Training... took 1.954737901687622 seconds.
0.5084809934878086
Model 7 to 7 grams...
Vectorizing...took 4.955098867416382 seconds.
Training... took 1.4034607410430908 seconds.
0.3908072088444646
Model 1 to 8 grams...
Vectorizing...took 30.212838411331177 seconds.
Training... took 3.941614866256714 seconds.
0.6946842344388914
Model 2 to 8 grams...
Vectorizing...took 29.223960876464844 seconds.
Training... took 3.905825614929199 seconds.
0.7177797970619415
Model 3 to 8 grams...
Vectorizing...took 27.110337734222412 seconds.
Training... took 3.7875704765319824 seconds.
0.721565954868999
Model 4 to 8 grams...
Vectorizing...took 24.513107299804688 seconds.
Training... took 3.5020980834960938 seconds.
0.6685597455701954
Model 5 to 8 grams...
Vectorizing...took 20.158512830734253 seconds.
Training... took 3.092649221420288 seconds.
0.5949568378009995
Model 6 to 8 grams...
Vectorizing...took 15.337559223175049 seconds.
Training... took 2.570880889892578 seconds.
0.5062092988035741
Model 7 to 8 grams...
Vectorizing...took 10.257208108901978 seconds.
Training... took 2.0062367916107178 seconds.
0.3975465697410268
Model 8 to 8 grams...
Vectorizing...took 4.986152648925781 seconds.
Training... took 1.3971071243286133 seconds.
0.30857186127517794
Model 1 to 9 grams...
Vectorizing...took 35.06903839111328 seconds.
Training... took 4.544062376022339 seconds.
0.6933969407844919
Model 2 to 9 grams...
Vectorizing...took 33.91713857650757 seconds.
Training... took 4.5116868019104 seconds.
0.7157352718461305
Model 3 to 9 grams...
Vectorizing...took 32.00669741630554 seconds.
Training... took 4.341581583023071 seconds.
0.7202786612145994
Model 4 to 9 grams...
Vectorizing...took 29.229719400405884 seconds.
Training... took 4.1202147006988525 seconds.
0.666818112978949
Model 5 to 9 grams...
Vectorizing...took 25.093005657196045 seconds.
Training... took 3.6985905170440674 seconds.
0.5940481599273058
Model 6 to 9 grams...
Vectorizing...took 20.70890736579895 seconds.
Training... took 3.1791775226593018 seconds.
0.5037104346509163
Model 7 to 9 grams...
Vectorizing...took 15.596401929855347 seconds.
Training... took 2.6575706005096436 seconds.
0.3942147508708163
Model 8 to 9 grams...
Vectorizing...took 10.200968503952026 seconds.
Training... took 2.017298936843872 seconds.
0.32008178100863244
Model 9 to 9 grams...
Vectorizing...took 5.008094787597656 seconds.
Training... took 1.4005670547485352 seconds.
0.25011358473421175
Model 1 to 10 grams...
Vectorizing...took 39.85447669029236 seconds.
Training... took 5.223527431488037 seconds.
0.6918067545055278
Model 2 to 10 grams...
Vectorizing...took 38.72385263442993 seconds.
Training... took 5.15646767616272 seconds.
0.7149023171285779
Model 3 to 10 grams...
Vectorizing...took 36.8584885597229 seconds.
Training... took 4.997787952423096 seconds.
0.718537028623353
Model 4 to 10 grams...
Vectorizing...took 33.60243368148804 seconds.
Training... took 4.701240301132202 seconds.
0.6662123277298198
Model 5 to 10 grams...
Vectorizing...took 29.932039976119995 seconds.
Training... took 4.293872356414795 seconds.
0.5925336968044828
Model 6 to 10 grams...
Vectorizing...took 25.389844179153442 seconds.
Training... took 3.7677347660064697 seconds.
0.5033318188702105
Model 7 to 10 grams...
Vectorizing...took 20.601134538650513 seconds.
Training... took 3.196141004562378 seconds.
0.3926245645918522
Model 8 to 10 grams...
Vectorizing...took 15.421146154403687 seconds.
Training... took 2.6502785682678223 seconds.
0.3166742389822808
Model 9 to 10 grams...
Vectorizing...took 10.059272289276123 seconds.
Training... took 1.9917898178100586 seconds.
0.260487657125549
Model 10 to 10 grams...
Vectorizing...took 4.816401720046997 seconds.
Training... took 1.3779301643371582 seconds.
0.19680448281084356
Model 1 to 11 grams...
Vectorizing...took 44.09752559661865 seconds.
Training... took 5.661919832229614 seconds.
0.6904437376949871
Model 2 to 11 grams...
Vectorizing...took 43.38233232498169 seconds.
Training... took 5.6564507484436035 seconds.
0.7143722550355899
Model 3 to 11 grams...
Vectorizing...took 42.77838730812073 seconds.
Training... took 5.5524609088897705 seconds.
0.7176283507496592
Model 4 to 11 grams...
Vectorizing...took 37.87437558174133 seconds.
Training... took 5.2860283851623535 seconds.
0.6659094351052551
Model 5 to 11 grams...
Vectorizing...took 34.23949408531189 seconds.
Training... took 4.871919631958008 seconds.
0.592609419960624
Model 6 to 11 grams...
Vectorizing...took 29.938804388046265 seconds.
Training... took 4.3448991775512695 seconds.
0.5018930789035287
Model 7 to 11 grams...
Vectorizing...took 25.221302270889282 seconds.
Training... took 3.7887308597564697 seconds.
0.391488717249735
Model 8 to 11 grams...
Vectorizing...took 20.159311532974243 seconds.
Training... took 3.1813101768493652 seconds.
0.31485688323489325
Model 9 to 11 grams...
Vectorizing...took 14.987240314483643 seconds.
Training... took 2.568082094192505 seconds.
0.2598818718764198
Model 10 to 11 grams...
Vectorizing...took 9.731162786483765 seconds.
Training... took 1.9874913692474365 seconds.
0.2105860972285325
Model 11 to 11 grams...
Vectorizing...took 4.639346361160278 seconds.
Training... took 1.3614575862884521 seconds.
0.15712554899288203
Model 1 to 12 grams...
Vectorizing...took 48.660465478897095 seconds.
Training... took 6.330489158630371 seconds.
0.6893078903528699
Model 2 to 12 grams...
Vectorizing...took 47.392523765563965 seconds.
Training... took 6.230979681015015 seconds.
0.7134635771618961
Model 3 to 12 grams...
Vectorizing...took 45.14948391914368 seconds.
Training... took 6.06533145904541 seconds.
0.7167196728759655
Model 4 to 12 grams...
Vectorizing...took 42.22281527519226 seconds.
Training... took 5.838845729827881 seconds.
0.6652279266999849
Model 5 to 12 grams...
Vectorizing...took 38.66818451881409 seconds.
Training... took 5.397489070892334 seconds.
0.5923065273360594
Model 6 to 12 grams...
Vectorizing...took 34.86851096153259 seconds.
Training... took 4.887416839599609 seconds.
0.502044525215811
Model 7 to 12 grams...
Vectorizing...took 29.056141138076782 seconds.
Training... took 4.316769361495972 seconds.
0.39050431621990006
Model 8 to 12 grams...
Vectorizing...took 24.52431344985962 seconds.
Training... took 3.786316156387329 seconds.
0.31409965167348175
Model 9 to 12 grams...
Vectorizing...took 19.494536638259888 seconds.
Training... took 3.1129143238067627 seconds.
0.2591246403150083
Model 10 to 12 grams...
Vectorizing...took 14.482664585113525 seconds.
Training... took 2.510723114013672 seconds.
0.20990458882326216
Model 11 to 12 grams...
Vectorizing...took 9.268317937850952 seconds.
Training... took 1.9094905853271484 seconds.
0.16871119188247766
Model 12 to 12 grams...
Vectorizing...took 4.457701206207275 seconds.
Training... took 1.338409185409546 seconds.
0.12259578979251855