=== Run information === Scheme: weka.associations.FPGrowth -P 2 -I -1 -N 100000000 -T 0 -C 0.01 -D 0.05 -U 1.0 -M 0.01 Relation: BaseSIVEPConf2-weka.filters.unsupervised.attribute.NumericToNominal-Rfirst-last-weka.filters.unsupervised.attribute.NumericToNominal-Rfirst-last-weka.filters.unsupervised.attribute.StringToNominal-R5-6-weka.filters.unsupervised.attribute.MergeManyValues-C3-LSIM-R1-weka.filters.unsupervised.attribute.MergeManyValues-C3-LNAO-R1-weka.filters.unsupervised.attribute.MergeManyValues-C4-LSIM-R1-weka.filters.unsupervised.attribute.MergeManyValues-C4-LNAO-R1-weka.filters.unsupervised.attribute.MergeManyValues-C3-LOUTROS-R3-weka.filters.unsupervised.attribute.NominalToBinary-Rfirst-last-weka.filters.unsupervised.attribute.NumericToNominal-Rfirst-last-weka.filters.unsupervised.attribute.Remove-R5-12,15,18-36 Instances: 8171 Attributes: 8 ANO=2020 ANO=2021 ANO=2022 ANO=2023 CLASSI_FIN=SIM CLASSI_FIN=OUTROS VACINA_COV=SIM VACINA_COV=NAO === Associator model (full training set) === FPGrowth found 94 rules (displaying top 94) 1. [VACINA_COV=NAO=1, ANO=2023=1]: 621 ==> [CLASSI_FIN=OUTROS=1]: 511 lift:(1.8) lev:(0.02) conv:(3.04) 2. [CLASSI_FIN=SIM=1, VACINA_COV=NAO=1]: 1650 ==> [ANO=2021=1]: 1354 lift:(2.26) lev:(0.07) conv:(3.53) 3. [ANO=2023=1]: 1042 ==> [CLASSI_FIN=OUTROS=1]: 838 lift:(1.76) lev:(0.03) conv:(2.76) 4. [VACINA_COV=SIM=1, ANO=2023=1]: 421 ==> [CLASSI_FIN=OUTROS=1]: 327 lift:(1.7) lev:(0.01) conv:(2.41) 5. [VACINA_COV=NAO=1, ANO=2022=1]: 1291 ==> [CLASSI_FIN=OUTROS=1]: 992 lift:(1.68) lev:(0.04) conv:(2.34) 6. [ANO=2022=1]: 2475 ==> [CLASSI_FIN=OUTROS=1]: 1757 lift:(1.56) lev:(0.06) conv:(1.87) 7. [ANO=2021=1, VACINA_COV=NAO=1]: 1939 ==> [CLASSI_FIN=SIM=1]: 1354 lift:(1.37) lev:(0.03) conv:(1.62) 8. [ANO=2021=1]: 3873 ==> [CLASSI_FIN=SIM=1]: 2703 lift:(1.37) lev:(0.07) conv:(1.62) 9. [ANO=2022=1, VACINA_COV=SIM=1]: 1180 ==> [CLASSI_FIN=OUTROS=1]: 765 lift:(1.42) lev:(0.02) conv:(1.54) 10. [ANO=2021=1, VACINA_COV=SIM=1]: 644 ==> [CLASSI_FIN=SIM=1]: 400 lift:(1.22) lev:(0.01) conv:(1.29) 11. [CLASSI_FIN=OUTROS=1, ANO=2023=1]: 838 ==> [VACINA_COV=NAO=1]: 511 lift:(1.69) lev:(0.02) conv:(1.63) 12. [ANO=2020=1]: 3256 ==> [CLASSI_FIN=SIM=1]: 1964 lift:(1.19) lev:(0.03) conv:(1.24) 13. [CLASSI_FIN=SIM=1, ANO=2022=1]: 661 ==> [VACINA_COV=SIM=1]: 395 lift:(2.83) lev:(0.02) conv:(1.95) 14. [ANO=2023=1]: 1042 ==> [VACINA_COV=NAO=1]: 621 lift:(1.65) lev:(0.02) conv:(1.58) 15. [VACINA_COV=SIM=1]: 2245 ==> [CLASSI_FIN=OUTROS=1]: 1317 lift:(1.29) lev:(0.03) conv:(1.31) 16. [CLASSI_FIN=OUTROS=1, VACINA_COV=SIM=1]: 1317 ==> [ANO=2022=1]: 765 lift:(2.5) lev:(0.04) conv:(1.83) 17. [CLASSI_FIN=OUTROS=1, ANO=2022=1]: 1757 ==> [VACINA_COV=NAO=1]: 992 lift:(1.56) lev:(0.03) conv:(1.46) 18. [VACINA_COV=NAO=1]: 3851 ==> [CLASSI_FIN=OUTROS=1]: 2037 lift:(1.16) lev:(0.03) conv:(1.15) 19. [CLASSI_FIN=OUTROS=1, ANO=2021=1]: 1015 ==> [VACINA_COV=NAO=1]: 534 lift:(1.45) lev:(0.02) conv:(1.34) 20. [VACINA_COV=SIM=1]: 2245 ==> [ANO=2022=1]: 1180 lift:(2.26) lev:(0.06) conv:(1.62) 21. [ANO=2022=1]: 2475 ==> [VACINA_COV=NAO=1]: 1291 lift:(1.44) lev:(0.04) conv:(1.33) 22. [VACINA_COV=NAO=1]: 3851 ==> [ANO=2021=1]: 1939 lift:(1.38) lev:(0.05) conv:(1.28) 23. [CLASSI_FIN=SIM=1, ANO=2021=1]: 2703 ==> [VACINA_COV=NAO=1]: 1354 lift:(1.38) lev:(0.04) conv:(1.28) 24. [ANO=2021=1]: 3873 ==> [VACINA_COV=NAO=1]: 1939 lift:(1.38) lev:(0.05) conv:(1.28) 25. [CLASSI_FIN=SIM=1]: 5419 ==> [ANO=2021=1]: 2703 lift:(1.37) lev:(0.07) conv:(1.27) 26. [ANO=2023=1]: 1042 ==> [CLASSI_FIN=OUTROS=1, VACINA_COV=NAO=1]: 511 lift:(2.56) lev:(0.03) conv:(1.58) 27. [CLASSI_FIN=OUTROS=1, VACINA_COV=NAO=1]: 2037 ==> [ANO=2022=1]: 992 lift:(2.09) lev:(0.05) conv:(1.49) 28. [ANO=2022=1]: 2475 ==> [VACINA_COV=SIM=1]: 1180 lift:(2.26) lev:(0.06) conv:(1.51) 29. [CLASSI_FIN=SIM=1, VACINA_COV=SIM=1]: 855 ==> [ANO=2021=1]: 400 lift:(1.29) lev:(0.01) conv:(1.19) 30. [CLASSI_FIN=SIM=1, VACINA_COV=SIM=1]: 855 ==> [ANO=2022=1]: 395 lift:(1.99) lev:(0.02) conv:(1.42) 31. [CLASSI_FIN=OUTROS=1, ANO=2022=1]: 1757 ==> [VACINA_COV=SIM=1]: 765 lift:(2.06) lev:(0.04) conv:(1.4) 32. [VACINA_COV=NAO=1]: 3851 ==> [CLASSI_FIN=SIM=1]: 1650 lift:(0.84) lev:(-0.03) conv:(0.86) 33. [CLASSI_FIN=OUTROS=1]: 4860 ==> [VACINA_COV=NAO=1]: 2037 lift:(1.16) lev:(0.03) conv:(1.1) 34. [ANO=2023=1]: 1042 ==> [VACINA_COV=SIM=1]: 421 lift:(1.92) lev:(0.02) conv:(1.32) 35. [CLASSI_FIN=SIM=1, ANO=2022=1]: 661 ==> [VACINA_COV=NAO=1]: 265 lift:(1.11) lev:(0) conv:(1.06) 36. [ANO=2022=1]: 2475 ==> [CLASSI_FIN=OUTROS=1, VACINA_COV=NAO=1]: 992 lift:(2.09) lev:(0.05) conv:(1.35) 37. [CLASSI_FIN=OUTROS=1, ANO=2023=1]: 838 ==> [VACINA_COV=SIM=1]: 327 lift:(1.85) lev:(0.01) conv:(1.29) 38. [ANO=2020=1]: 3256 ==> [CLASSI_FIN=OUTROS=1]: 1250 lift:(0.84) lev:(-0.02) conv:(0.88) 39. [VACINA_COV=SIM=1]: 2245 ==> [CLASSI_FIN=SIM=1]: 855 lift:(0.75) lev:(-0.03) conv:(0.79) 40. [CLASSI_FIN=SIM=1]: 5419 ==> [ANO=2020=1]: 1964 lift:(1.19) lev:(0.03) conv:(1.09) 41. [CLASSI_FIN=OUTROS=1]: 4860 ==> [ANO=2022=1]: 1757 lift:(1.56) lev:(0.06) conv:(1.2) 42. [VACINA_COV=NAO=1]: 3851 ==> [CLASSI_FIN=SIM=1, ANO=2021=1]: 1354 lift:(1.38) lev:(0.04) conv:(1.15) 43. [ANO=2021=1]: 3873 ==> [CLASSI_FIN=SIM=1, VACINA_COV=NAO=1]: 1354 lift:(2.26) lev:(0.07) conv:(1.3) 44. [ANO=2021=1, VACINA_COV=SIM=1]: 644 ==> [CLASSI_FIN=OUTROS=1]: 225 lift:(0.77) lev:(-0.01) conv:(0.83) 45. [VACINA_COV=SIM=1]: 2245 ==> [CLASSI_FIN=OUTROS=1, ANO=2022=1]: 765 lift:(2.06) lev:(0.04) conv:(1.27) 46. [VACINA_COV=NAO=1]: 3851 ==> [ANO=2022=1]: 1291 lift:(1.44) lev:(0.04) conv:(1.15) 47. [ANO=2022=1, VACINA_COV=SIM=1]: 1180 ==> [CLASSI_FIN=SIM=1]: 395 lift:(0.66) lev:(-0.02) conv:(0.74) 48. [ANO=2023=1]: 1042 ==> [CLASSI_FIN=OUTROS=1, VACINA_COV=SIM=1]: 327 lift:(2.54) lev:(0.02) conv:(1.28) 49. [ANO=2022=1]: 2475 ==> [CLASSI_FIN=OUTROS=1, VACINA_COV=SIM=1]: 765 lift:(2.5) lev:(0.04) conv:(1.27) 50. [CLASSI_FIN=SIM=1]: 5419 ==> [VACINA_COV=NAO=1]: 1650 lift:(0.84) lev:(-0.03) conv:(0.92) 51. [VACINA_COV=SIM=1]: 2245 ==> [ANO=2021=1]: 644 lift:(0.79) lev:(-0.02) conv:(0.89) 52. [ANO=2021=1, VACINA_COV=NAO=1]: 1939 ==> [CLASSI_FIN=OUTROS=1]: 534 lift:(0.6) lev:(-0.03) conv:(0.75) 53. [CLASSI_FIN=OUTROS=1]: 4860 ==> [VACINA_COV=SIM=1]: 1317 lift:(1.29) lev:(0.03) conv:(1.08) 54. [ANO=2022=1]: 2475 ==> [CLASSI_FIN=SIM=1]: 661 lift:(0.52) lev:(-0.06) conv:(0.67) 55. [CLASSI_FIN=OUTROS=1, VACINA_COV=NAO=1]: 2037 ==> [ANO=2021=1]: 534 lift:(0.72) lev:(-0.02) conv:(0.86) 56. [ANO=2021=1]: 3873 ==> [CLASSI_FIN=OUTROS=1]: 1015 lift:(0.57) lev:(-0.07) conv:(0.74) 57. [VACINA_COV=NAO=1]: 3851 ==> [CLASSI_FIN=OUTROS=1, ANO=2022=1]: 992 lift:(1.56) lev:(0.03) conv:(1.12) 58. [CLASSI_FIN=OUTROS=1]: 4860 ==> [ANO=2020=1]: 1250 lift:(0.84) lev:(-0.02) conv:(0.93) 59. [CLASSI_FIN=OUTROS=1, VACINA_COV=NAO=1]: 2037 ==> [ANO=2023=1]: 511 lift:(2.56) lev:(0.03) conv:(1.2) 60. [CLASSI_FIN=SIM=1]: 5419 ==> [ANO=2021=1, VACINA_COV=NAO=1]: 1354 lift:(1.37) lev:(0.03) conv:(1.09) 61. [CLASSI_FIN=OUTROS=1, VACINA_COV=SIM=1]: 1317 ==> [ANO=2023=1]: 327 lift:(2.54) lev:(0.02) conv:(1.2) 62. [CLASSI_FIN=OUTROS=1, ANO=2021=1]: 1015 ==> [VACINA_COV=SIM=1]: 225 lift:(1.05) lev:(0) conv:(1.01) 63. [CLASSI_FIN=OUTROS=1]: 4860 ==> [ANO=2021=1]: 1015 lift:(0.57) lev:(-0.07) conv:(0.8) 64. [VACINA_COV=NAO=1, ANO=2022=1]: 1291 ==> [CLASSI_FIN=SIM=1]: 265 lift:(0.4) lev:(-0.04) conv:(0.62) 65. [CLASSI_FIN=OUTROS=1]: 4860 ==> [VACINA_COV=NAO=1, ANO=2022=1]: 992 lift:(1.68) lev:(0.04) conv:(1.1) 66. [VACINA_COV=SIM=1]: 2245 ==> [ANO=2023=1]: 421 lift:(1.92) lev:(0.02) conv:(1.11) 67. [VACINA_COV=SIM=1]: 2245 ==> [CLASSI_FIN=SIM=1, ANO=2021=1]: 400 lift:(0.7) lev:(-0.02) conv:(0.91) 68. [VACINA_COV=SIM=1]: 2245 ==> [CLASSI_FIN=SIM=1, ANO=2022=1]: 395 lift:(2.83) lev:(0.02) conv:(1.14) 69. [CLASSI_FIN=OUTROS=1]: 4860 ==> [ANO=2023=1]: 838 lift:(1.76) lev:(0.03) conv:(1.09) 70. [CLASSI_FIN=OUTROS=1, VACINA_COV=SIM=1]: 1317 ==> [ANO=2021=1]: 225 lift:(0.47) lev:(-0.02) conv:(0.77) 71. [ANO=2021=1]: 3873 ==> [VACINA_COV=SIM=1]: 644 lift:(0.79) lev:(-0.02) conv:(0.95) 72. [VACINA_COV=NAO=1]: 3851 ==> [ANO=2023=1]: 621 lift:(1.65) lev:(0.02) conv:(1.08) 73. [CLASSI_FIN=SIM=1, VACINA_COV=NAO=1]: 1650 ==> [ANO=2022=1]: 265 lift:(0.69) lev:(-0.01) conv:(0.91) 74. [ANO=2022=1]: 2475 ==> [CLASSI_FIN=SIM=1, VACINA_COV=SIM=1]: 395 lift:(1.99) lev:(0.02) conv:(1.09) 75. [CLASSI_FIN=SIM=1]: 5419 ==> [VACINA_COV=SIM=1]: 855 lift:(0.75) lev:(-0.03) conv:(0.94) 76. [CLASSI_FIN=OUTROS=1]: 4860 ==> [ANO=2022=1, VACINA_COV=SIM=1]: 765 lift:(1.42) lev:(0.02) conv:(1.06) 77. [CLASSI_FIN=SIM=1, ANO=2021=1]: 2703 ==> [VACINA_COV=SIM=1]: 400 lift:(0.7) lev:(-0.02) conv:(0.93) 78. [VACINA_COV=SIM=1]: 2245 ==> [CLASSI_FIN=OUTROS=1, ANO=2023=1]: 327 lift:(1.85) lev:(0.01) conv:(1.08) 79. [VACINA_COV=NAO=1]: 3851 ==> [CLASSI_FIN=OUTROS=1, ANO=2021=1]: 534 lift:(1.45) lev:(0.02) conv:(1.05) 80. [ANO=2021=1]: 3873 ==> [CLASSI_FIN=OUTROS=1, VACINA_COV=NAO=1]: 534 lift:(0.72) lev:(-0.02) conv:(0.94) 81. [VACINA_COV=NAO=1]: 3851 ==> [CLASSI_FIN=OUTROS=1, ANO=2023=1]: 511 lift:(1.69) lev:(0.02) conv:(1.06) 82. [CLASSI_FIN=SIM=1]: 5419 ==> [ANO=2022=1]: 661 lift:(0.52) lev:(-0.06) conv:(0.87) 83. [CLASSI_FIN=OUTROS=1]: 4860 ==> [ANO=2021=1, VACINA_COV=NAO=1]: 534 lift:(0.6) lev:(-0.03) conv:(0.92) 84. [ANO=2022=1]: 2475 ==> [CLASSI_FIN=SIM=1, VACINA_COV=NAO=1]: 265 lift:(0.69) lev:(-0.01) conv:(0.95) 85. [CLASSI_FIN=OUTROS=1]: 4860 ==> [VACINA_COV=NAO=1, ANO=2023=1]: 511 lift:(1.8) lev:(0.02) conv:(1.05) 86. [ANO=2021=1]: 3873 ==> [CLASSI_FIN=SIM=1, VACINA_COV=SIM=1]: 400 lift:(1.29) lev:(0.01) conv:(1.03) 87. [VACINA_COV=SIM=1]: 2245 ==> [CLASSI_FIN=OUTROS=1, ANO=2021=1]: 225 lift:(1.05) lev:(0) conv:(1) 88. [CLASSI_FIN=SIM=1]: 5419 ==> [ANO=2021=1, VACINA_COV=SIM=1]: 400 lift:(1.22) lev:(0.01) conv:(1.01) 89. [CLASSI_FIN=SIM=1]: 5419 ==> [ANO=2022=1, VACINA_COV=SIM=1]: 395 lift:(0.66) lev:(-0.02) conv:(0.96) 90. [VACINA_COV=NAO=1]: 3851 ==> [CLASSI_FIN=SIM=1, ANO=2022=1]: 265 lift:(1.11) lev:(0) conv:(1.01) 91. [CLASSI_FIN=OUTROS=1]: 4860 ==> [VACINA_COV=SIM=1, ANO=2023=1]: 327 lift:(1.7) lev:(0.01) conv:(1.03) 92. [ANO=2021=1]: 3873 ==> [CLASSI_FIN=OUTROS=1, VACINA_COV=SIM=1]: 225 lift:(0.47) lev:(-0.02) conv:(0.93) 93. [CLASSI_FIN=SIM=1]: 5419 ==> [VACINA_COV=NAO=1, ANO=2022=1]: 265 lift:(0.4) lev:(-0.04) conv:(0.92) 94. [CLASSI_FIN=OUTROS=1]: 4860 ==> [ANO=2021=1, VACINA_COV=SIM=1]: 225 lift:(0.77) lev:(-0.01) conv:(0.98)