Page 172 - Big Data Analytics for Intelligent Healthcare Management
P. 172

Standardization



                                                   With  82  95  97  95  100  100  95
                                                SVM




                                             Experiment  Without Standardization  80  97  100  93  100  100  95




                                             SP      Standardization

                                                   With  93  100  100  95  100  100  98
                                                LR



                                                   Without Standardization  80  88  97  95  100  97  93



                                                     Standardization



                                                   With  68  93  88  93  80  100  87
                                                SVM


                                         Percentage  Without Standardization  72  93  90  93  80  100  88




                                         in  Experiment
                                         Accuracies  PS  With Standardization  72  93  93  95  82  100  89




                                         Classification  LR  Standardization






                                         6.10      Without  50  70  82  78  75  70  71
                                         Table       Subject  04799  04820  04847  05675  05680  05710  Average
   167   168   169   170   171   172   173   174   175   176   177