Mathematical Problems in Engineering / 2013 / Article / Tab 4

Research Article

A Novel Ensemble Learning Approach for Corporate Financial Distress Forecasting in Fashion and Textiles Supply Chains

Table 4

Normalized value of variables in period .


0.6029 0.2373 0.4953 −0.9818−0.8224−0.9074−0.5109−0.3745−0.9789−0.9592−0.2955
0.3846 0.5393 0.2000 0.2906 −0.9729−0.6107−0.9661−0.5505 0.1540 −0.9826−0.9803−0.3119
0.3939 0.5456 0.1573 0.4192 −0.9923−0.8256−0.9833 0.5452 −0.7498−0.9126−0.8648−0.2649
0.3949 0.4314 −0.1040 0.2464 −0.9912−0.9068−0.9644 0.7426 0.1921 −0.9742−0.9743−0.5082
0.6351 0.6208 0.5253 0.4228 −0.9759−0.4508−0.9718−0.3279 0.6683 −0.9892−0.9881 0.1710
0.5297 0.5918 0.3120 0.3372 −0.9659−0.6025−0.9437−0.4944 0.1876 −0.9894−0.9798−0.2916
0.8457 0.5743 0.2107 0.3219 −0.9747−0.6960−0.9564−0.4172−0.1122−0.9800−0.9730 0.0583
0.3838 0.5146 0.2267 0.2580 −0.9823−0.9529−0.9759−0.6413−0.2049−0.9745−0.9661−0.5825
0.5171 0.6450 0.3067 0.4206 −0.9706−0.7358−0.9692−0.5314−0.6949−0.9005−0.8373−0.0307
0.5677 0.6253 0.5200 0.3072 −0.9376−0.6906−0.9295−0.5577 0.0421 −0.9720−0.9551−0.1686
0.9948 1.0000 0.4347 0.5575 −0.9476−0.8587−0.9227−0.5729−0.0191−0.9670−0.9436 0.3463
−0.0818 0.4718 −0.2213 0.0015 −0.9865−0.9213−0.9779−0.6634 0.6165 −0.9912−0.9872−0.3183
0.4188 0.5536 0.1733 0.2848 −0.9706−0.4318−0.9601−0.8760 0.1072 −0.9764−0.9675−0.3193
0.4711 0.5776 0.2320 0.2985 −0.9382−0.7292−0.8632−0.5895−0.4626−0.9443−0.8942−0.0677
0.4593 0.5680 0.2693 0.3418 −0.9818−0.7090−0.9897−0.7367 0.0073 −0.9670−0.9666−0.1915
−1.0000−0.8001−0.2800 0.0370 −1.0000−1.0000−0.9868−0.8257 0.3038 −1.0000−0.9959−0.5343
0.6446 0.6834 0.4027 0.3722 −0.9653−0.8695−0.9620−0.5497 0.2582 −0.9806−0.9702−0.0290
0.6328 0.7194 0.2853 0.3474 −0.9335−0.5333−0.9137−0.5929 0.2913 −0.9861−0.9780−0.1962
0.5460 0.5942 0.4773 0.4068 −0.9717−0.8562−0.9817−0.5383−0.1348−0.9672−0.9542 0.1675
0.0768 0.4780 −0.1680−0.2569−0.9941−0.9883−0.9821−0.5215 1.0000 −0.9908−0.9821−0.4178
0.4535 0.5664 0.2427 0.3293 −0.9835−0.8910−0.9592−0.5343 0.3673 −0.9833−0.9698−0.2526
0.4170 0.5674 0.2213 0.2874 −0.9735−0.7760−0.9660−0.6050 0.0991 −0.9824−0.9762−0.2414
0.6446 0.6462 0.4027 0.3722 −0.9653−0.8695−0.9620−0.5505 0.2617 −0.9806−0.9702 0.3556
0.8959 0.4603 −0.0933−1.0000−0.9882−0.9520−0.9913 1.0000 0.7052 −0.9811−0.9739−0.3499
0.6901 0.8262 0.4507 0.3951 −0.9141−0.6628−0.9669−0.5830−0.1720−0.9546−0.9345 0.3804
0.4598 0.5780 0.3013 0.3860 −0.9871−0.9646−0.9801−0.5414 0.1562 −0.9049−0.7924−0.1728
0.4415 0.5726 1.0000 0.3658 −0.9794−0.9415−0.9637−0.3960−0.7878−0.8133−0.6655−0.3825
0.2118 0.4670 −0.1680 0.4312 −0.9871−0.9596−0.9890−0.6250−0.0755−0.9727−0.9638−0.1585
1.0000 0.8375 0.4613 0.3615 −0.8599 1.0000 −0.9109−0.5882 0.3462 −0.9835−0.9762 0.2486
0.4606 0.5746 0.2800 0.3548 1.0000 −0.9061−0.9672−0.5989 0.0231 −0.9804−0.9656−0.2583
0.4821 0.6021 0.3760 0.3015 −0.9812−0.8423−0.9643−0.6511−0.2789−0.9575−0.9212−0.3718
−0.3599 0.3544 −0.1253 1.0000 −0.9894−0.9614−0.9942−0.5679 0.2111 −0.9767−0.9762−0.1396
0.4404 0.5663 0.2533 0.3736 −0.9776−0.8436−0.9607−0.4990 0.0062 −0.9848−0.9771−0.3169
0.5003 0.6259 0.2587 0.4123 −0.9717−0.1673−0.9704−0.3763−0.6148−0.9165−0.8749 0.0821
0.1803 0.4450 0.7067 0.1812 −0.9370−0.6872−0.9066−0.6807 0.3669 −0.9833−0.9702−0.2199
0.2026 0.4579 −0.1360 0.4088 −0.9829−0.9450−0.9624−0.8518−0.2860−0.9685−0.9464−0.2119
0.4372 0.5513 0.3280 0.2743 −0.9329−0.5977−0.8275−0.6905−0.0322−0.9668−0.9381−0.3296
0.3829 0.5286 0.1520 0.2560 −0.9706−0.8670−0.9787−0.5989 0.3456 −0.9817−0.9789−0.4399
0.5111 0.6587 0.6053 0.4279 −0.9741−0.7263−0.9756−0.6219−0.4752−0.8809−0.7892 0.2208
0.3263 −1.0000 0.1520 0.1989 −0.9835−0.9245−0.9555−0.5935−0.8093−0.8604−0.6312−0.3272
0.5063 0.6185 0.3280 0.3736 −0.9659−0.8120−0.9506−0.5913−1.0000−0.9260−0.8777 0.1621
0.6375 0.6612 0.5307 0.4582 −0.9723−0.5917−0.9460−0.5641−0.9390−0.8714−0.8955−1.0000
0.3818 0.5225 0.2480 0.2570 −0.9723−0.7722 1.0000 −0.5171 0.5616 1.0000 1.0000 −0.4788
−0.8794 0.4366 −0.1680−0.0156−0.9788−0.7020−0.9492−0.6940 0.0886 −0.9846−0.9693−0.3795
0.4724 0.5999 0.4667 0.2515 −0.9641−0.8979−0.9658−1.0000−0.4520−0.9476−0.9102−0.3981
0.6454 0.6612 0.6160 0.4437 −0.9723−0.8761−0.9664−0.4732−0.0064−0.9643−0.9404−0.1961
0.3758 0.5268 0.1467 0.2851 −0.9935−0.8543−0.9802−0.5580 0.0599 −0.9760−0.9505−0.3126
0.0483 0.5086 −0.2800 0.1874 −0.9741−0.7466−0.9623−0.8562 0.4431 −0.9850−0.9757−0.2344
0.4042 0.5431 0.2000 0.2912 −0.9741−0.7706−0.9207−0.5894−0.4615−0.9685−0.9446−0.2653
0.5237 0.6053 0.3920 0.3593 −0.9706−0.8673−0.9834−0.6655−0.0140−0.9683−0.9730−0.2009
0.4299 0.5779 0.2213 0.3224 −0.9700−0.8300−0.9380−0.5264 0.2163 −0.8648−0.7714−0.2456
0.6310 0.5331 0.2160 0.1410 −0.9906−0.8891−0.9770−0.5247−0.8744−0.9866−1.0000−0.3269
−0.1204 0.5166 0.0613 0.1796 −0.9747−0.8600−0.9492−0.5776 0.7844 −0.9938−0.9890−0.3867
0.4913 0.5978 0.2800 0.3384 −0.9617−0.7033−0.9327−0.5668−0.3724−0.9769−0.9675−0.1122
0.5630 0.6660 0.6427 0.6103 −0.9794−0.6505−0.9864−0.4540−0.6894−0.8778−0.7856−0.2509
0.0069 0.2051 −1.0000 0.2103 −0.9971−0.9542−1.0000−0.0220 0.9151 −0.9780−0.9592−0.7189
0.4389 0.5745 0.4293 0.2974 −0.9612−0.7693−0.9681−0.6451−0.1182−0.9676−0.9588−0.2383
0.3799 0.5339 0.1520 0.2646 −0.9706−0.7791−0.9541−0.6428−0.1148−0.9767−0.9656−0.2599
0.3904 0.5408 0.1573 0.2708 −0.9818−0.7301−0.9460−0.5311 0.0297 −0.9855−0.9716−0.2828
0.6699 0.6805 0.3333 0.4646 −0.9653−0.9302−0.9707−0.5662−0.1437−0.9604−0.9120 1.0000