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\begin{tabular}{|p{0.4in}|p{0.3in}|p{0.3in}|p{0.3in}|p{0.3in}|p{0.3in}|p{0.3in}|p{0.3in}|p{0.3in}|p{0.3in}|p{0.3in}|p{0.3in}|p{0.3in}|} \hline 
\textbf{Dataset} & \multicolumn{6}{|p{2.0in}|}{\textbf{SEG-SSC\textit{}}} & \multicolumn{6}{|p{2.0in}|}{\textbf{SDEMS-SSC}} \\ \hline 
\textit{} & Democratic-co\textit{} & Tri-Training\textit{\newline }(KNN)\textit{} & Tri-Training\textit{\newline }(C4.5)\textit{} & Co-Forest\textit{} & Co-Bagging\textit{\newline }(KNN)\textit{} & Co-Bagging\textit{\newline }(C4.5)\textit{} & Democratic-co\textit{} & Tri-Training\textit{\newline }(KNN)\textit{} & Tri-Training\textit{\newline }(C4.5)\textit{} & Co-Forest\textit{} & Co-Bagging\textit{\newline }(KNN)\textit{} & Co-Bagging\textit{\newline }(C4.5)\textit{} \\ \hline 
\textbf{abalone\textit{}} & 18.6274 & 19.1120 & 19.6966 & 20.8546 & 19.2365 & 19.9401 & \textbf{29.1410} & \textbf{27.0759} & \textbf{27.7784} & \textbf{25.2163} & \textbf{28.2137} & \textbf{27.6465} \\ \hline 
\textbf{appendicitis\textit{}} & 80.1223 & 79.6511 & 80.3736 & 80.1847 & 79.4376 & 81.3013 & \textbf{83.9510} & \textbf{83.5231} & \textbf{83.5111} & \textbf{84.9154} & \textbf{83.1833} & \textbf{84.1886} \\ \hline 
\textbf{australian\textit{}} & 83.2558 & 80.7156 & 80.8587 & 83.1306 & 80.6082 & 80.5546 & 80.9232 & \textbf{81.1496} & 80.3267 & 79.8698 & 79.8783 & 77.9250 \\ \hline 
\textbf{automobile\textit{}} & 43.8713 & 45.1214 & 39.0806 & 41.3491 & 45.3764 & 35.4917 & \textbf{44.8069} & 41.7085 & \textbf{44.1816} & 45.1880 & 44.8824 & \textbf{40.3037} \\ \hline 
\textbf{banana\textit{}} & 85.9003 & 86.7179 & 86.7622 & 54.9849 & 86.8274 & 86.9113 & \textbf{86.2662} & 84.7090 & 85.2896 & \textbf{68.3643} & 85.0127 & \textbf{87.0022} \\ \hline 
\textbf{breast\textit{}} & 71.0801 & 68.6319 & 68.3242 & 69.4731 & 68.9862 & 67.7848 & \textbf{74.6382} & \textbf{72.5099} & \textbf{75.8690} & 68.8563 & \textbf{73.5721} & \textbf{74.1199} \\ \hline 
\textbf{bupa\textit{}} & 58.1093 & 56.8213 & 58.6070 & 61.1814 & 56.6096 & 59.5062 & \textbf{62.3750} & \textbf{59.6773} & \textbf{62.3368} & 61.0059 & \textbf{62.1771} & \textbf{61.4330} \\ \hline 
\textbf{chess\textit{}} & 92.0444 & 82.7566 & 95.3117 & 93.9368 & 84.1663 & 95.4083 & 90.1336 & \textbf{88.1747} & 88.0372 & 89.0360 & \textbf{90.1795} & 89.1213 \\ \hline 
\textbf{cleveland\textit{}} & 54.2972 & 50.7729 & 51.3120 & 53.6428 & 51.5208 & 50.8462 & \textbf{58.8647} & \textbf{56.3360} & \textbf{58.1286} & \textbf{54.8556} & \textbf{57.6292} & \textbf{56.7021} \\ \hline 
\textbf{coil2000\textit{}} & 90.2300 & 89.0100 & 92.1800 & 92.9300 & 90.2400 & 90.6400 & \textbf{90.8912} & 88.3428 & 89.2604 & 88.5743 & 89.6310 & 90.5270 \\ \hline 
\textbf{contraceptive\textit{}} & 44.7097 & 42.4225 & 48.0525 & 49.6524 & 42.8332 & 46.4188 & \textbf{52.8616} & \textbf{51.9875} & \textbf{51.8544} & 48.1255 & \textbf{51.7004} & \textbf{52.2909} \\ \hline 
\textbf{crx\textit{}} & 82.3222 & 80.4531 & 83.1333 & 82.6423 & 82.1320 & 81.8868 & 76.2395 & 76.6741 & 75.7787 & 75.9402 & 75.1957 & 77.1606 \\ \hline 
\textbf{dermatology\textit{}} & 90.2394 & 90.8924 & 90.2385 & 91.6161 & 91.7198 & 88.8587 & \textbf{90.3168} & 87.2345 & \textbf{90.3739} & 85.2544 & 90.3847 & \textbf{90.4514} \\ \hline 
\textbf{ecoli\textit{}} & 65.4363 & 67.1914 & 64.9134 & 69.8830 & 67.3791 & 63.4947 & \textbf{71.9000} & \textbf{69.4445} & \textbf{73.0888} & \textbf{71.7992} & \textbf{71.9788} & \textbf{72.3136} \\ \hline 
\textbf{flare\textit{}} & 70.7523 & 63.7500 & 70.1389 & 39.3403 & 66.8634 & 68.7963 & \textbf{73.1709} & \textbf{71.4568} & \textbf{71.9504} & \textbf{51.3914} & \textbf{72.7023} & \textbf{70.6127} \\ \hline 
\textbf{german\textit{}} & 72.0370 & 68.1605 & 68.7778 & 68.1358 & 69.0000 & 69.0617 & \textbf{72.7185} & \textbf{73.0745} & \textbf{71.2970} & \textbf{71.8663} & \textbf{72.4918} & \textbf{70.7079} \\ \hline 
\textbf{glass\textit{}} & 49.8987 & 54.2011 & 51.7359 & 56.3432 & 53.1702 & 50.7878 & \textbf{59.3213} & \textbf{57.1409} & \textbf{58.5517} & \textbf{58.9480} & \textbf{58.0439} & \textbf{57.7232} \\ \hline 
\textbf{haberman\textit{}} & 72.3424 & 66.1459 & 71.2583 & 62.1837 & 66.6686 & 68.9213 & \textbf{76.0476} & \textbf{75.5791} & \textbf{75.0169} & \textbf{76.4555} & \textbf{74.9035} & \textbf{76.4453} \\ \hline 
\textbf{Heart\textit{}} & 79.2694 & 74.3836 & 74.2009 & 73.2877 & 74.3379 & 75.0228 & \textbf{80.5315} & \textbf{78.6293} & \textbf{78.2710} & \textbf{76.7754} & \textbf{79.5573} & \textbf{77.6375} \\ \hline 
\textbf{hepatitis\textit{}} & 78.9245 & 80.2432 & 78.9000 & 84.1557 & 81.5418 & 79.3906 & \textbf{86.0601} & \textbf{82.6904} & \textbf{85.8745} & \textbf{85.5302} & \textbf{84.9599} & \textbf{84.1403} \\ \hline 
\textbf{housevotes\textit{}} & 89.6435 & 89.7856 & 92.2012 & 89.6818 & 89.4874 & 92.5117 & \textbf{93.3674} & \textbf{92.3744} & \textbf{94.1042} & 88.8828 & \textbf{93.2928} & \textbf{93.4238} \\ \hline 
\textbf{iris\textit{}} & 93.9344 & 94.1803 & 83.6066 & 90.8197 & 94.0164 & 83.0328 & \textbf{94.8889} & \textbf{94.9765} & \textbf{94.6053} & \textbf{91.9642} & \textbf{94.5526} & \textbf{95.0138} \\ \hline 
\textbf{led7digit\textit{}} & 61.8272 & 61.3333 & 63.5062 & 63.3580 & 63.6790 & 63.1111 & \textbf{69.3407} & \textbf{67.5749} & \textbf{68.4398} & \textbf{65.4019} & \textbf{68.1432} & \textbf{67.4233} \\ \hline 
\textbf{}\textbf{lymphography\textit{}} & 58.9634 & 65.4149 & 59.0391 & 62.5010 & 63.0386 & 54.8241 & \textbf{72.4355} & \textbf{70.7843} & \textbf{70.6073} & \textbf{66.7710} & \textbf{71.2596} & \textbf{71.4636} \\ \hline 
\textbf{}\textbf{magic\textit{}} & 79.6235 & 77.7595 & 82.4028 & 84.3311 & 78.0042 & 81.6811 & \textbf{81.4745} & \textbf{81.9898} & 82.1579 & 78.0027 & \textbf{80.3663} & 81.4180 \\ \hline 
\textbf{mammographic\textit{}} & 80.8290 & 75.7620 & 81.2622 & 77.4400 & 77.3973 & 80.5495 & 80.7111 & \textbf{77.9053} & 80.6894 & 76.8665 & \textbf{79.6656} & 80.0782 \\ \hline 
\textbf{marketing\textit{}} & 26.0337 & 26.2354 & 27.0427 & 28.7900 & 25.6569 & 26.4127 & \textbf{34.6555} & \textbf{32.5327} & \textbf{33.9281} & \textbf{32.1473} & \textbf{33.7415} & \textbf{34.8644} \\ \hline 
\textbf{}\textbf{monk-p\textit{}} & 86.7461 & 72.0527 & 92.4715 & 91.2758 & 76.5598 & 88.3120 & \textbf{92.5243} & \textbf{85.5128} & \textbf{92.5491} & 87.7202 & \textbf{86.0243} & \textbf{90.1418} \\ \hline 
\textbf{}\textbf{movement\_libras\textit{}} & 28.8276 & 44.1379 & 26.9655 & 32.9310 & 43.8276 & 26.7931 & \textbf{40.9494} & \textbf{48.4862} & \textbf{41.2292} & \textbf{34.3023} & 40.7187 & \textbf{38.6465} \\ \hline 
\textbf{}\textbf{mushroom\textit{}} & 99.5213 & 99.6088 & 99.7049 & 90.9362 & 99.5957 & 99.7705 & 99.4941 & 99.2309 & 99.0158 & 98.0867 & 99.4342 & 98.0342 \\ \hline 
\textbf{nursery\textit{}} & 89.5509 & 78.3274 & 91.5057 & 37.8782 & 78.5675 & 89.2461 & 88.2848 & \textbf{87.4667} & 86.8168 & \textbf{61.3975} & \textbf{87.8672} & 87.7262 \\ \hline 
\textbf{page-blocks\textit{}} & 93.7309 & 93.3202 & 95.5446 & 95.6912 & 93.3789 & 95.1814 & \textbf{95.5206} & \textbf{95.7739} & 94.9963 & 92.1549 & \textbf{95.2857} & 93.4564 \\ \hline 
\textbf{penbased\textit{}} & 95.6400 & 98.0345 & 92.3247 & 95.9388 & 98.0155 & 93.5455 & 95.3117 & 92.0449 & \textbf{95.6373} & 94.6851 & 94.1431 & \textbf{93.7211} \\ \hline 
\textbf{}\textbf{phoneme\textit{}} & 79.9137 & 80.7817 & 80.6835 & 81.8896 & 80.9576 & 81.0970 & \textbf{83.5499} & \textbf{82.5483} & \textbf{83.5944} & 77.9312 & \textbf{83.4768} & \textbf{84.3137} \\ \hline 
\textbf{}\textbf{pima\textit{}} & 70.4932 & 66.7475 & 70.6701 & 69.6090 & 67.0209 & 68.0663 & \textbf{75.6418} & \textbf{74.1520} & \textbf{74.7617} & 69.0325 & \textbf{75.6679} & \textbf{76.0260} \\ \hline 
\textbf{}\textbf{ring\textit{}} & 94.6296 & 82.5375 & 81.7150 & 81.5349 & 86.7901 & 79.1859 & 93.2508 & \textbf{94.2067} & \textbf{93.0205} & \textbf{87.0806} & \textbf{92.0689} & \textbf{92.7093} \\ \hline 
\textbf{}\textbf{saheart\textit{}} & 65.9012 & 64.8068 & 65.1284 & 66.2758 & 65.3412 & 65.3147 & 64.6780 & 63.5920 & \textbf{65.4215} & 61.0905 & 64.7151 & 63.6403 \\ \hline 
\textbf{satimage\textit{}} & 85.6518 & 87.8005 & 84.1478 & 86.9986 & 88.1784 & 84.3185 & \textbf{86.7628} & 85.2626 & \textbf{87.5910} & 86.3341 & 86.9146 & \textbf{85.2979} \\ \hline 
\textbf{}\textbf{segment\textit{}} & 90.6197 & 91.6364 & 91.0150 & 92.0726 & 91.5652 & 91.5438 & 89.7691 & 86.8914 & 89.9344 & 83.8465 & 89.6760 & 87.7993 \\ \hline 
\textbf{sonar\textit{}} & 70.3383 & 67.0835 & 66.3745 & 71.2210 & 67.2593 & 66.9614 & 69.0233 & \textbf{67.9673} & \textbf{68.6634} & 64.6365 & \textbf{68.4343} & \textbf{67.8559} \\ \hline 
\textbf{}\textbf{spambase\textit{}} & 88.7979 & 85.9357 & 90.0437 & 92.6510 & 86.9667 & 90.9567 & 67.7865 & 66.8433 & 66.3911 & 68.5474 & 67.5569 & 66.6769 \\ \hline 
\textbf{spectfheart\textit{}} & 76.2400 & 73.3690 & 75.1242 & 80.2129 & 74.2972 & 76.5126 & \textbf{82.1758} & \textbf{80.9591} & \textbf{81.6680} & \textbf{80.9220} & \textbf{81.1382} & \textbf{82.3289} \\ \hline 
\textbf{}\textbf{splice\textit{}} & 92.7786 & 79.8181 & 87.6393 & 49.5666 & 81.2926 & 89.2918 & 90.3658 & \textbf{88.3286} & \textbf{89.3505} & \textbf{70.4818} & \textbf{89.3975} & 88.1198 \\ \hline 
\textbf{tae\textit{}} & 39.9467 & 41.0862 & 40.8437 & 37.1800 & 42.3864 & 41.8213 & \textbf{44.5670} & \textbf{42.7414} & \textbf{44.0063} & \textbf{41.5705} & \textbf{44.8054} & \textbf{44.3609} \\ \hline 
\textbf{}\textbf{texture\textit{}} & 88.7026 & 96.4669 & 89.1021 & 92.6218 & 96.4916 & 90.3681 & \textbf{90.9237} & 90.8569 & \textbf{90.3914} & 88.9945 & 89.8280 & 88.4949 \\ \hline 
\textbf{thyroid\textit{}} & 96.7147 & 91.0460 & 98.0864 & 97.5103 & 91.1094 & 96.6907 & 94.4964 & \textbf{93.8157} & 94.7130 & 95.2717 & \textbf{93.1606} & 95.0691 \\ \hline 
\textbf{tic-tac-toe\textit{}} & 70.5093 & 70.6640 & 73.0610 & 62.8186 & 72.8934 & 72.6751 & \textbf{75.2532} & \textbf{73.4248} & \textbf{74.0723} & \textbf{70.3981} & \textbf{74.1709} & 72.6180 \\ \hline 
\textbf{titanic\textit{}} & 77.5310 & 74.5973 & 77.7834 & 70.8566 & 75.5737 & 77.5086 & \textbf{77.8989} & \textbf{74.9162} & \textbf{77.9500} & \textbf{73.0619} & \textbf{77.6249} & 75.3817 \\ \hline 
\textbf{twonorm\textit{}} & 97.3390 & 96.3664 & 87.0871 & 92.0938 & 96.4097 & 88.1198 & \textbf{97.3605} & \textbf{98.1718} & \textbf{90.4857} & \textbf{97.6557} & 95.9254 & \textbf{95.6436} \\ \hline 
\textbf{}\textbf{vehicle\textit{}} & 57.9951 & 60.7683 & 62.1831 & 66.5154 & 61.7747 & 62.1973 & \textbf{60.3793} & \textbf{60.9452} & 61.1052 & 57.4492 & 60.6023 & 60.5895 \\ \hline 
\textbf{vowel\textit{}} & 50.3616 & 50.9601 & 50.9726 & 54.4140 & 51.5586 & 51.9202 & \textbf{55.5331} & \textbf{55.1447} & \textbf{53.5629} & \textbf{55.5945} & \textbf{54.4231} & \textbf{54.7753} \\ \hline 
\textbf{}\textbf{wine\textit{}} & 95.1475 & 93.9660 & 83.9114 & 91.0536 & 92.9243 & 87.4473 & \textbf{95.9388} & \textbf{95.4569} & \textbf{90.3436} & 90.1705 & \textbf{95.3526} & \textbf{94.4460} \\ \hline 
\textbf{}\textbf{wisconsin\textit{}} & 96.6413 & 95.9910 & 93.9148 & 95.6295 & 96.1535 & 94.9061 & \textbf{96.6835} & \textbf{96.1777} & \textbf{96.2875} & 94.2503 & \textbf{96.6344} & \textbf{96.9001} \\ \hline 
\textbf{}\textbf{yeast\textit{}} & 48.0431 & 49.5750 & 50.2999 & 48.3013 & 49.2672 & 49.1259 & \textbf{54.2617} & \textbf{51.8020} & \textbf{52.4545} & \textbf{54.1416} & \textbf{53.4954} & \textbf{53.5280} \\ \hline 
\textbf{}\textbf{zoo\textit{}} & 86.4836 & 93.7834 & 88.2045 & 93.5267 & 92.8808 & 90.2835 & \textbf{89.0764} & 88.0545 & 87.0723 & 85.3744 & 88.7139 & 88.6941 \\ \hline 
\textbf{Avrage\textit{}} & 74.3477 & 73.0708 & 73.6259 & 71.7279 & 73.6177 & 73.3147 & \textbf{76.6453} & \textbf{75.3824} & \textbf{75.8981} & \textbf{72.5489} & \textbf{75.9010} & \textbf{75.6206} \\ \hline 
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