Retriever: DistanceMatrixRetriever - pss10 music@jku.at (dense) Report time stamp: Fri Jul 16 07:19:35 CDT 2010 --- Neighbourhood clustering according to indexed metadatas: [% top 5 in same class, Random baseline, Normalised % top 5 in same class], genre 0.8289428571428702 0.09987141020145732 0.8289428571428702 artist 0.5385999999999972 0.01306978547955829 0.5409976190476178 [% top 10 in same class, Random baseline, Normalised % top 10 in same class], genre 0.7874999999999961 0.09987141020145732 0.7874999999999961 artist 0.440571428571428 0.01306978547955829 0.4607901927437668 [% top 20 in same class, Random baseline, Normalised % top 20 in same class], genre 0.7374999999999914 0.09987141020145732 0.7374999999999914 artist 0.3381071428571448 0.01306978547955829 0.4179150084619808 [% top 50 in same class, Random baseline, Normalised % top 50 in same class], genre 0.6677085714285775 0.09987141020145732 0.6677085714285775 artist 0.2241057142857078 0.01306978547955829 0.4193825866165197 --- Artist Filtered Genre Neighbourhood clustering: [% top 5 in same class, Normalised % top 5 in same class] Filtered Genre 0.618600000000007 0.618600000000007 [% top 10 in same class, Normalised % top 10 in same class] Filtered Genre 0.600457142857147 0.600457142857147 [% top 20 in same class, Normalised % top 20 in same class] Filtered Genre 0.5786499999999984 0.5786499999999984 [% top 50 in same class, Normalised % top 50 in same class] Filtered Genre 0.5448485714285753 0.5448485714285753 --- Artist Filtered Genre Neighbourhood confusion: Classes: 0: METAL 1: BLUES 2: BAROQUE 3: COUNTRY 4: ROCKROLL 5: JAZZ 6: RAPHIPHOP 7: EDANCE 8: CLASSICAL 9: ROMANTIC At 5 results q: 0 1 2 3 4 5 6 7 8 9 r: 0: 0.68314 0.00114 0.00029 0.00943 0.21743 0.00286 0.01057 0.09343 0 0.00086 1: 0.00286 0.71057 0 0.04629 0.03514 0.12943 0.004 0.00829 0.00571 0 2: 0.00257 0.00114 0.62886 0.00143 0.006 0.00657 0.00143 0.00829 0.16543 0.16343 3: 0.02743 0.06886 0.00114 0.75086 0.25571 0.06686 0.01657 0.04829 0.00029 0 4: 0.20314 0.02286 0.00086 0.1 0.37857 0.02029 0.02 0.05771 0.00114 0.00029 5: 0.01 0.17971 0.00143 0.06857 0.04771 0.75286 0.00971 0.03714 0.002 0.00114 6: 0.01743 0.00314 0 0.01 0.02 0.00514 0.86286 0.15486 0 0.00057 7: 0.046 0.00114 0.00514 0.012 0.02943 0.00857 0.07371 0.57657 0.00257 0.00429 8: 0.00143 0.00429 0.17457 0.00057 0.00457 0.00286 0.00029 0.00514 0.30914 0.29686 9: 0.006 0.00714 0.18771 0.00086 0.00543 0.00457 0.00086 0.01029 0.51371 0.53257 At 10 results q: 0 1 2 3 4 5 6 7 8 9 r: 0: 0.68 0.00157 0.00029 0.012 0.217 0.00357 0.01086 0.09957 0.00014 0.00071 1: 0.00357 0.69471 0.00057 0.04829 0.03357 0.14771 0.00429 0.00714 0.005 0 2: 0.00343 0.002 0.60271 0.00243 0.00929 0.00714 0.00186 0.00986 0.17129 0.178 3: 0.03129 0.07171 0.00186 0.72429 0.26129 0.07329 0.01814 0.048 0.00014 0 4: 0.19957 0.02457 0.00143 0.10843 0.36729 0.02471 0.02343 0.06371 0.00143 0.00071 5: 0.00886 0.18586 0.00186 0.077 0.05057 0.71743 0.00871 0.03557 0.00343 0.00129 6: 0.01957 0.00514 0 0.01157 0.02 0.00714 0.85486 0.15957 0 0.00114 7: 0.04543 0.00171 0.00443 0.01329 0.02971 0.01057 0.07657 0.55743 0.003 0.004 8: 0.00186 0.005 0.18843 0.00129 0.00429 0.00357 0.00014 0.00686 0.304 0.31229 9: 0.00643 0.00771 0.19843 0.00143 0.007 0.00486 0.00114 0.01229 0.51157 0.50186 At 20 results q: 0 1 2 3 4 5 6 7 8 9 r: 0: 0.67007 0.00279 0.00093 0.01357 0.22729 0.00414 0.01193 0.10464 0.00029 0.00129 1: 0.00443 0.67536 0.00079 0.05543 0.03179 0.16464 0.00436 0.00693 0.00486 0.00107 2: 0.00479 0.00307 0.56464 0.00421 0.01071 0.01014 0.00221 0.0105 0.18257 0.19593 3: 0.03136 0.07586 0.00221 0.6895 0.25614 0.083 0.02007 0.05136 0.00036 0.00007 4: 0.2045 0.0265 0.00193 0.12064 0.36136 0.03143 0.02029 0.06786 0.0015 0.00129 5: 0.00736 0.19536 0.00329 0.08379 0.04757 0.67193 0.00764 0.03693 0.00407 0.00121 6: 0.02079 0.00564 0.00014 0.01257 0.02236 0.0095 0.85693 0.16864 0 0.00079 7: 0.04814 0.00236 0.00393 0.01629 0.02993 0.01379 0.07471 0.53236 0.00243 0.00364 8: 0.00271 0.00571 0.20357 0.00193 0.00486 0.00493 0.00021 0.0075 0.29943 0.32979 9: 0.00586 0.00736 0.21857 0.00207 0.008 0.0065 0.00164 0.01329 0.5045 0.46493 At 50 results q: 0 1 2 3 4 5 6 7 8 9 r: 0: 0.6582 0.00397 0.00143 0.0194 0.24289 0.00586 0.01337 0.11771 0.00057 0.00146 1: 0.0048 0.65543 0.00123 0.06354 0.02831 0.1906 0.00471 0.00669 0.00649 0.00266 2: 0.00563 0.00517 0.50443 0.00669 0.01369 0.01417 0.00349 0.01111 0.19611 0.21091 3: 0.03357 0.07731 0.00326 0.62946 0.25591 0.09929 0.02089 0.05389 0.00086 0.00066 4: 0.20549 0.028 0.00326 0.14754 0.34197 0.04291 0.0192 0.07891 0.00151 0.0016 5: 0.00649 0.2056 0.00403 0.09226 0.046 0.59831 0.00743 0.03411 0.007 0.00171 6: 0.02343 0.00609 0.00034 0.01634 0.02554 0.0136 0.85834 0.17731 0.00003 0.00083 7: 0.05231 0.00329 0.00317 0.01946 0.0322 0.01789 0.07009 0.49654 0.0024 0.00329 8: 0.00377 0.00726 0.22766 0.00243 0.00414 0.00869 0.00031 0.0084 0.28517 0.35626 9: 0.00631 0.00789 0.2512 0.00289 0.00934 0.00869 0.00217 0.01531 0.49986 0.42063 --- Mean filtered genre accuracy: At 5 results: 0.6186000000000005At 10 results: 0.6004571428571424At 20 results: 0.5786499999999996At 50 results: 0.5448485714285716 --- Normalised Artist Filtered Genre Neighbourhood confusion: Classes: 0: METAL 1: BLUES 2: BAROQUE 3: COUNTRY 4: ROCKROLL 5: JAZZ 6: RAPHIPHOP 7: EDANCE 8: CLASSICAL 9: ROMANTIC At 5 results q: 0 1 2 3 4 5 6 7 8 9 r: 0: 0.68314 0.00114 0.00029 0.00943 0.21743 0.00286 0.01057 0.09343 0 0.00086 1: 0.00286 0.71057 0 0.04629 0.03514 0.12943 0.004 0.00829 0.00571 0 2: 0.00257 0.00114 0.62886 0.00143 0.006 0.00657 0.00143 0.00829 0.16543 0.16343 3: 0.02743 0.06886 0.00114 0.75086 0.25571 0.06686 0.01657 0.04829 0.00029 0 4: 0.20314 0.02286 0.00086 0.1 0.37857 0.02029 0.02 0.05771 0.00114 0.00029 5: 0.01 0.17971 0.00143 0.06857 0.04771 0.75286 0.00971 0.03714 0.002 0.00114 6: 0.01743 0.00314 0 0.01 0.02 0.00514 0.86286 0.15486 0 0.00057 7: 0.046 0.00114 0.00514 0.012 0.02943 0.00857 0.07371 0.57657 0.00257 0.00429 8: 0.00143 0.00429 0.17457 0.00057 0.00457 0.00286 0.00029 0.00514 0.30914 0.29686 9: 0.006 0.00714 0.18771 0.00086 0.00543 0.00457 0.00086 0.01029 0.51371 0.53257 At 10 results q: 0 1 2 3 4 5 6 7 8 9 r: 0: 0.68 0.00157 0.00029 0.012 0.217 0.00357 0.01086 0.09957 0.00014 0.00071 1: 0.00357 0.69471 0.00057 0.04829 0.03357 0.14771 0.00429 0.00714 0.005 0 2: 0.00343 0.002 0.60271 0.00243 0.00929 0.00714 0.00186 0.00986 0.17129 0.178 3: 0.03129 0.07171 0.00186 0.72429 0.26129 0.07329 0.01814 0.048 0.00014 0 4: 0.19957 0.02457 0.00143 0.10843 0.36729 0.02471 0.02343 0.06371 0.00143 0.00071 5: 0.00886 0.18586 0.00186 0.077 0.05057 0.71743 0.00871 0.03557 0.00343 0.00129 6: 0.01957 0.00514 0 0.01157 0.02 0.00714 0.85486 0.15957 0 0.00114 7: 0.04543 0.00171 0.00443 0.01329 0.02971 0.01057 0.07657 0.55743 0.003 0.004 8: 0.00186 0.005 0.18843 0.00129 0.00429 0.00357 0.00014 0.00686 0.304 0.31229 9: 0.00643 0.00771 0.19843 0.00143 0.007 0.00486 0.00114 0.01229 0.51157 0.50186 At 20 results q: 0 1 2 3 4 5 6 7 8 9 r: 0: 0.67007 0.00279 0.00093 0.01357 0.22729 0.00414 0.01193 0.10464 0.00029 0.00129 1: 0.00443 0.67536 0.00079 0.05543 0.03179 0.16464 0.00436 0.00693 0.00486 0.00107 2: 0.00479 0.00307 0.56464 0.00421 0.01071 0.01014 0.00221 0.0105 0.18257 0.19593 3: 0.03136 0.07586 0.00221 0.6895 0.25614 0.083 0.02007 0.05136 0.00036 0.00007 4: 0.2045 0.0265 0.00193 0.12064 0.36136 0.03143 0.02029 0.06786 0.0015 0.00129 5: 0.00736 0.19536 0.00329 0.08379 0.04757 0.67193 0.00764 0.03693 0.00407 0.00121 6: 0.02079 0.00564 0.00014 0.01257 0.02236 0.0095 0.85693 0.16864 0 0.00079 7: 0.04814 0.00236 0.00393 0.01629 0.02993 0.01379 0.07471 0.53236 0.00243 0.00364 8: 0.00271 0.00571 0.20357 0.00193 0.00486 0.00493 0.00021 0.0075 0.29943 0.32979 9: 0.00586 0.00736 0.21857 0.00207 0.008 0.0065 0.00164 0.01329 0.5045 0.46493 At 50 results q: 0 1 2 3 4 5 6 7 8 9 r: 0: 0.6582 0.00397 0.00143 0.0194 0.24289 0.00586 0.01337 0.11771 0.00057 0.00146 1: 0.0048 0.65543 0.00123 0.06354 0.02831 0.1906 0.00471 0.00669 0.00649 0.00266 2: 0.00563 0.00517 0.50443 0.00669 0.01369 0.01417 0.00349 0.01111 0.19611 0.21091 3: 0.03357 0.07731 0.00326 0.62946 0.25591 0.09929 0.02089 0.05389 0.00086 0.00066 4: 0.20549 0.028 0.00326 0.14754 0.34197 0.04291 0.0192 0.07891 0.00151 0.0016 5: 0.00649 0.2056 0.00403 0.09226 0.046 0.59831 0.00743 0.03411 0.007 0.00171 6: 0.02343 0.00609 0.00034 0.01634 0.02554 0.0136 0.85834 0.17731 0.00003 0.00083 7: 0.05231 0.00329 0.00317 0.01946 0.0322 0.01789 0.07009 0.49654 0.0024 0.00329 8: 0.00377 0.00726 0.22766 0.00243 0.00414 0.00869 0.00031 0.0084 0.28517 0.35626 9: 0.00631 0.00789 0.2512 0.00289 0.00934 0.00869 0.00217 0.01531 0.49986 0.42063 --- Mean Normalised filtered genre accuracy: At 5 results: 0.6186000000000005At 10 results: 0.6004571428571424At 20 results: 0.5786499999999996At 50 results: 0.5448485714285716 --- Normalised average distance between examples of same class: genre 0.9138765394127464 artist 0.8918090621179438 --- Artist/Genre ratio: 0.975852890031532 --- % of files never similar at 5 results: 0.05442857142857143 % of files never similar at 10 results: 0.014714285714285714 % of files never similar at 20 results: 0.003142857142857143 % of files never similar at 50 results: 2.8571428571428574E-4 --- Maximum number of times a song was similar at 5 results: 37 Track: a001629, genre: RAPHIPHOP Maximum number of times a song was similar at 10 results: 64 Track: a001629, genre: RAPHIPHOP Maximum number of times a song was similar at 20 results: 109 Track: a001629, genre: RAPHIPHOP Maximum number of times a song was similar at 50 results: 242 Track: a006408, genre: RAPHIPHOP --- Number of times the triangular inequality held in 200000: 200000 (100.0%)