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nearestNeighbour.boosted.output

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marmikc

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Apr 18, 2019

8b2eecb · Apr 18, 2019

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nearestNeighbour.boosted.output

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COSINE Number of Neighbours: 1 Accuracy: 0.5628019323671497 Female Accuracy: 0.6086956521739131 Male Accuracy: 0.5169082125603864 Number of Neighbours: 3 Accuracy: 0.5917874396135265 Female Accuracy: 0.5942028985507246 Male Accuracy: 0.5893719806763285 Number of Neighbours: 5 Accuracy: 0.5797101449275363 Female Accuracy: 0.5555555555555556 Male Accuracy: 0.6038647342995169 Number of Neighbours: 7 Accuracy: 0.6038647342995169 Female Accuracy: 0.5797101449275363 Male Accuracy: 0.6280193236714976 Number of Neighbours: 9 Accuracy: 0.5893719806763285 Female Accuracy: 0.5458937198067633 Male Accuracy: 0.6328502415458938 Number of Neighbours: 11 Accuracy: 0.5845410628019324 Female Accuracy: 0.5797101449275363 Male Accuracy: 0.5893719806763285 Number of Neighbours: 13 Accuracy: 0.5942028985507246 Female Accuracy: 0.5700483091787439 Male Accuracy: 0.6183574879227053 Number of Neighbours: 15 Accuracy: 0.5748792270531401 Female Accuracy: 0.5748792270531401 Male Accuracy: 0.5748792270531401 Number of Neighbours: 17 Accuracy: 0.5772946859903382 Female Accuracy: 0.5603864734299517 Male Accuracy: 0.5942028985507246 Number of Neighbours: 19 Accuracy: 0.5893719806763285 Female Accuracy: 0.5797101449275363 Male Accuracy: 0.5990338164251208 Number of Neighbours: 21 Accuracy: 0.5772946859903382 Female Accuracy: 0.5603864734299517 Male Accuracy: 0.5942028985507246 Number of Neighbours: 23 Accuracy: 0.5797101449275363 Female Accuracy: 0.5845410628019324 Male Accuracy: 0.5748792270531401 Number of Neighbours: 25 Accuracy: 0.5772946859903382 Female Accuracy: 0.5748792270531401 Male Accuracy: 0.5797101449275363 Number of Neighbours: 27 Accuracy: 0.6111111111111112 Female Accuracy: 0.6280193236714976 Male Accuracy: 0.5942028985507246 Number of Neighbours: 29 Accuracy: 0.5966183574879227 Female Accuracy: 0.6231884057971014 Male Accuracy: 0.5700483091787439 Number of Neighbours: 31 Accuracy: 0.6207729468599034 Female Accuracy: 0.6666666666666666 Male Accuracy: 0.5748792270531401 Number of Neighbours: 33 Accuracy: 0.5966183574879227 Female Accuracy: 0.6473429951690821 Male Accuracy: 0.5458937198067633 Number of Neighbours: 35 Accuracy: 0.6159420289855072 Female Accuracy: 0.6570048309178744 Male Accuracy: 0.5748792270531401 Number of Neighbours: 37 Accuracy: 0.6086956521739131 Female Accuracy: 0.6618357487922706 Male Accuracy: 0.5555555555555556 Number of Neighbours: 39 Accuracy: 0.6256038647342995 Female Accuracy: 0.6763285024154589 Male Accuracy: 0.5748792270531401 Number of Neighbours: 41 Accuracy: 0.6231884057971014 Female Accuracy: 0.6763285024154589 Male Accuracy: 0.5700483091787439 Number of Neighbours: 43 Accuracy: 0.6135265700483091 Female Accuracy: 0.6714975845410628 Male Accuracy: 0.5555555555555556 Number of Neighbours: 45 Accuracy: 0.606280193236715 Female Accuracy: 0.6811594202898551 Male Accuracy: 0.5314009661835749 Number of Neighbours: 47 Accuracy: 0.6231884057971014 Female Accuracy: 0.7053140096618358 Male Accuracy: 0.5410628019323671 Number of Neighbours: 49 Accuracy: 0.6256038647342995 Female Accuracy: 0.7101449275362319 Male Accuracy: 0.5410628019323671 Number of Neighbours: 51 Accuracy: 0.6159420289855072 Female Accuracy: 0.7004830917874396 Male Accuracy: 0.5314009661835749 Number of Neighbours: 53 Accuracy: 0.6135265700483091 Female Accuracy: 0.7004830917874396 Male Accuracy: 0.5265700483091788 Number of Neighbours: 55 Accuracy: 0.6038647342995169 Female Accuracy: 0.6908212560386473 Male Accuracy: 0.5169082125603864 Number of Neighbours: 57 Accuracy: 0.6256038647342995 Female Accuracy: 0.7004830917874396 Male Accuracy: 0.5507246376811594 Number of Neighbours: 59 Accuracy: 0.6304347826086957 Female Accuracy: 0.714975845410628 Male Accuracy: 0.5458937198067633 Number of Neighbours: 61 Accuracy: 0.6231884057971014 Female Accuracy: 0.7101449275362319 Male Accuracy: 0.5362318840579711 Number of Neighbours: 63 Accuracy: 0.6183574879227053 Female Accuracy: 0.6956521739130435 Male Accuracy: 0.5410628019323671 Number of Neighbours: 65 Accuracy: 0.6231884057971014 Female Accuracy: 0.714975845410628 Male Accuracy: 0.5314009661835749 Number of Neighbours: 67 Accuracy: 0.6135265700483091 Female Accuracy: 0.6908212560386473 Male Accuracy: 0.5362318840579711 Number of Neighbours: 69 Accuracy: 0.6159420289855072 Female Accuracy: 0.7053140096618358 Male Accuracy: 0.5265700483091788 Number of Neighbours: 71 Accuracy: 0.6207729468599034 Female Accuracy: 0.7053140096618358 Male Accuracy: 0.5362318840579711 Number of Neighbours: 73 Accuracy: 0.5942028985507246 Female Accuracy: 0.7198067632850241 Male Accuracy: 0.46859903381642515 Number of Neighbours: 75 Accuracy: 0.6086956521739131 Female Accuracy: 0.748792270531401 Male Accuracy: 0.46859903381642515 Number of Neighbours: 77 Accuracy: 0.6256038647342995 Female Accuracy: 0.7391304347826086 Male Accuracy: 0.5120772946859904 Number of Neighbours: 79 Accuracy: 0.6183574879227053 Female Accuracy: 0.7439613526570048 Male Accuracy: 0.4927536231884058 Number of Neighbours: 81 Accuracy: 0.5942028985507246 Female Accuracy: 0.7198067632850241 Male Accuracy: 0.46859903381642515 Number of Neighbours: 83 Accuracy: 0.5990338164251208 Female Accuracy: 0.7391304347826086 Male Accuracy: 0.45893719806763283 Number of Neighbours: 85 Accuracy: 0.6111111111111112 Female Accuracy: 0.748792270531401 Male Accuracy: 0.47342995169082125 Number of Neighbours: 87 Accuracy: 0.6280193236714976 Female Accuracy: 0.7729468599033816 Male Accuracy: 0.4830917874396135 Number of Neighbours: 89 Accuracy: 0.6183574879227053 Female Accuracy: 0.7729468599033816 Male Accuracy: 0.463768115942029 Number of Neighbours: 91 Accuracy: 0.6111111111111112 Female Accuracy: 0.7632850241545893 Male Accuracy: 0.45893719806763283 Number of Neighbours: 93 Accuracy: 0.6086956521739131 Female Accuracy: 0.7584541062801933 Male Accuracy: 0.45893719806763283 Number of Neighbours: 95 Accuracy: 0.6038647342995169 Female Accuracy: 0.7681159420289855 Male Accuracy: 0.4396135265700483 Number of Neighbours: 97 Accuracy: 0.5845410628019324 Female Accuracy: 0.7632850241545893 Male Accuracy: 0.4057971014492754 Number of Neighbours: 99 Accuracy: 0.5869565217391305 Female Accuracy: 0.7681159420289855 Male Accuracy: 0.4057971014492754 COSINE FOR EXCEL Number of Neighbours 1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49 51 53 55 57 59 61 63 65 67 69 71 73 75 77 79 81 83 85 87 89 91 93 95 97 99 Accuracy 0.5628019323671497 0.5917874396135265 0.5797101449275363 0.6038647342995169 0.5893719806763285 0.5845410628019324 0.5942028985507246 0.5748792270531401 0.5772946859903382 0.5893719806763285 0.5772946859903382 0.5797101449275363 0.5772946859903382 0.6111111111111112 0.5966183574879227 0.6207729468599034 0.5966183574879227 0.6159420289855072 0.6086956521739131 0.6256038647342995 0.6231884057971014 0.6135265700483091 0.606280193236715 0.6231884057971014 0.6256038647342995 0.6159420289855072 0.6135265700483091 0.6038647342995169 0.6256038647342995 0.6304347826086957 0.6231884057971014 0.6183574879227053 0.6231884057971014 0.6135265700483091 0.6159420289855072 0.6207729468599034 0.5942028985507246 0.6086956521739131 0.6256038647342995 0.6183574879227053 0.5942028985507246 0.5990338164251208 0.6111111111111112 0.6280193236714976 0.6183574879227053 0.6111111111111112 0.6086956521739131 0.6038647342995169 0.5845410628019324 0.5869565217391305 Female Accuracy 0.6086956521739131 0.5942028985507246 0.5555555555555556 0.5797101449275363 0.5458937198067633 0.5797101449275363 0.5700483091787439 0.5748792270531401 0.5603864734299517 0.5797101449275363 0.5603864734299517 0.5845410628019324 0.5748792270531401 0.6280193236714976 0.6231884057971014 0.6666666666666666 0.6473429951690821 0.6570048309178744 0.6618357487922706 0.6763285024154589 0.6763285024154589 0.6714975845410628 0.6811594202898551 0.7053140096618358 0.7101449275362319 0.7004830917874396 0.7004830917874396 0.6908212560386473 0.7004830917874396 0.714975845410628 0.7101449275362319 0.6956521739130435 0.714975845410628 0.6908212560386473 0.7053140096618358 0.7053140096618358 0.7198067632850241 0.748792270531401 0.7391304347826086 0.7439613526570048 0.7198067632850241 0.7391304347826086 0.748792270531401 0.7729468599033816 0.7729468599033816 0.7632850241545893 0.7584541062801933 0.7681159420289855 0.7632850241545893 0.7681159420289855 Male Accuracy 0.5169082125603864 0.5893719806763285 0.6038647342995169 0.6280193236714976 0.6328502415458938 0.5893719806763285 0.6183574879227053 0.5748792270531401 0.5942028985507246 0.5990338164251208 0.5942028985507246 0.5748792270531401 0.5797101449275363 0.5942028985507246 0.5700483091787439 0.5748792270531401 0.5458937198067633 0.5748792270531401 0.5555555555555556 0.5748792270531401 0.5700483091787439 0.5555555555555556 0.5314009661835749 0.5410628019323671 0.5410628019323671 0.5314009661835749 0.5265700483091788 0.5169082125603864 0.5507246376811594 0.5458937198067633 0.5362318840579711 0.5410628019323671 0.5314009661835749 0.5362318840579711 0.5265700483091788 0.5362318840579711 0.46859903381642515 0.46859903381642515 0.5120772946859904 0.4927536231884058 0.46859903381642515 0.45893719806763283 0.47342995169082125 0.4830917874396135 0.463768115942029 0.45893719806763283 0.45893719806763283 0.4396135265700483 0.4057971014492754 0.4057971014492754

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