;Shapelet Tree ; ; == Label List == ; 10 - Slow Walk ; 11 - Normal Walk ; 12 - Nordic Walk ; 13 - Run ; 16 - Cycle ; 23 - Soccer ; 22 - Rop Jump ; test accuracy= 88.69% Correct:306 , Wrong: 39 ; ; == Confusion Matrix == ; real | 10 11 12 13 16 23 22 ; -----+------------------------------------------ ; p 10 | 48 0 0 0 0 2 1 ; p 11 | 0 76 9 0 0 4 0 ; p 12 | 0 2 36 1 0 1 0 ; p 13 | 0 0 0 63 0 2 0 ; p 16 | 0 0 0 0 46 0 1 ; p 23 | 1 0 1 1 2 23 7 ; p 22 | 0 0 0 0 2 2 14 ;Node ID class obj pos len dist_th ==> class distritubtion for all objects close to the shapelet / far from the shaplet TreeSize: 52 class label 10--11--12--13--16--23--22 NonL 1 -- 56 496 80 5.9493 ==> 0 78 46 0 0 3 0 / 49 0 0 65 50 31 23 NonL 2 -- 103 651 80 3.7717 ==> 0 57 3 0 0 0 0 / 0 21 43 0 0 3 0 NonL 3 -- 115 830 130 11.5770 ==> 49 0 0 65 0 27 6 / 0 0 0 0 50 4 17 Leaf 4 11 NonL 5 -- 13 18 150 11.9180 ==> 0 21 15 0 0 3 0 / 0 0 28 0 0 0 0 NonL 6 -- 40 494 290 20.9546 ==> 49 0 0 0 0 25 6 / 0 0 0 65 0 2 0 NonL 7 -- 1 188 130 11.2295 ==> 0 0 0 0 50 0 0 / 0 0 0 0 0 4 17 NonL 10 -- 0 261 730 34.5269 ==> 0 2 14 0 0 1 0 / 0 19 1 0 0 2 0 Leaf 11 12 NonL 12 -- 1 895 110 7.8877 ==> 49 0 0 0 0 0 0 / 0 0 0 0 0 25 6 Leaf 13 13 Leaf 14 16 NonL 15 -- 5 9 390 24.0084 ==> 0 0 0 0 0 0 17 / 0 0 0 0 0 4 0 NonL 20 -- 0 225 60 2.4698 ==> 0 2 0 0 0 0 0 / 0 0 14 0 0 1 0 NonL 21 -- 0 40 60 4.7364 ==> 0 19 1 0 0 0 0 / 0 0 0 0 0 2 0 Leaf 24 10 NonL 25 -- 4 645 210 12.8808 ==> 0 0 0 0 0 0 5 / 0 0 0 0 0 25 1 Leaf 30 22 Leaf 31 23 Leaf 40 11 Leaf 41 12 Leaf 42 11 Leaf 43 23 Leaf 50 22 Leaf 51 23 ;Shapelet id Shapelet 1 8.440000 17.180000 11.580000 11.040000 11.060000 9.800000 10.150000 9.400000 9.200000 8.370000 8.850000 8.450000 8.450000 8.570000 8.650000 8.730000 8.610000 8.340000 8.100000 8.410000 8.180000 8.140000 8.180000 8.370000 8.340000 8.490000 8.370000 8.690000 9.280000 9.560000 9.680000 9.680000 9.400000 9.800000 9.910000 9.560000 9.360000 10.190000 9.680000 9.170000 8.570000 8.490000 11.150000 13.450000 13.790000 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