| model,f1_score,accuracy,class_0,class_1,class_2,class_3,class_4,class_5,class_6,class_7,class_8,class_9 | |
| SVC Augmented Data,0.9897128878139033,0.9897142857142858,0.9953085528690003,0.993015873015873,0.9881847475832438,0.9898209898209899,0.9882697947214076,0.9876935291782454,0.9909321726514327,0.988009592326139,0.9911958914159942,0.9842180774748924 | |
| Hard Voting Classifier,0.9708273240027717,0.9708571428571429,0.9873793615441723,0.9816827072337784,0.9651204602660913,0.9588850174216028,0.9704641350210971,0.9707509881422924,0.9824435686134002,0.9701591511936339,0.9619402985074627,0.9587188612099644 | |
| Tuned Hard Voting Classifier,0.9736287799976544,0.9736428571428571,0.9880863737900223,0.9838107098381071,0.9673249551166966,0.9615653389238294,0.9730769230769231,0.974015748031496,0.9842632331902719,0.9717701760212554,0.9669267930137495,0.9648562300319489 | |
| Soft Voting Classifier,0.9726197110713751,0.9726428571428571,0.9899441340782122,0.9823255813953489,0.9680464778503994,0.962574326687653,0.970281744500193,0.9716981132075472,0.9824937477670597,0.9721854304635762,0.9654403567447045,0.96045197740113 | |
| Tuned Soft Voting Classifier,0.9774949686076223,0.9775,0.9895600298284862,0.9853628153223295,0.9736176364293458,0.9695697796432319,0.9752895752895753,0.9795275590551181,0.9867525957751522,0.9764822789002982,0.9714709151537606,0.9669014084507043 | |
| Blended Gradient Boosting,0.9878530969881978,0.9878571428571429,0.994413407821229,0.9943820224719101,0.9859154929577465,0.9853249475890985,0.9853395061728395,0.9862150452934226,0.9921484653818701,0.9863832613749585,0.9855609033691225,0.982010582010582 | |
| Blended Logistic Regression,0.9740746453080881,0.9740714285714286,0.9903201787043932,0.9887218045112782,0.9705347399054202,0.9674027339642481,0.9540717869548437,0.9665369649805448,0.9763668430335097,0.9727755644090306,0.9709605361131795,0.9794762915782024 | |
| Blended Random Forest,0.9859273675299971,0.9859285714285714,0.994034302759135,0.9931335830212235,0.9823040808956301,0.9838935574229691,0.9834040910845233,0.9862150452934226,0.9907142857142858,0.9821428571428571,0.9829881656804734,0.9798657718120806 | |
| Blended SVC,0.9763746549068034,0.9763571428571428,0.9925373134328358,0.9890522364716922,0.9725036179450073,0.9698245614035088,0.9638370765131329,0.9774436090225563,0.987152034261242,0.9714854111405835,0.9613259668508287,0.9766123316796598 | |