report.txt

Accuracy:
DCG model accuracy: 	 0.835
Diffusion model accuracy: 	 0.725
Diffusion-DCG accuracy: 	 0.81
F1 Score: 	 0.5272884560620409
T-SNE at time '0' [[ 62.871433     5.2377806 ]
 [-20.597958   -54.39094   ]
 [  4.410822    56.620586  ]
 [ -3.6626377  -17.35935   ]
 [-21.926254     2.4690683 ]
 [ 46.52536    -24.489443  ]
 [ 14.249279    56.111763  ]
 [ 66.51948      5.207519  ]
 [ 32.33632     11.8836155 ]
 [-67.222916    -8.016039  ]
 [ -8.874079    56.4987    ]
 [-20.650322    -7.5246263 ]
 [ 36.20605     25.584536  ]
 [  2.615468    29.405287  ]
 [ -9.99641     56.112568  ]
 [-64.90329      4.1507564 ]
 [-35.98103     32.888348  ]
 [ 27.42444     15.237532  ]
 [-17.39264     28.876812  ]
 [ 39.038086   -22.144714  ]
 [ -4.9925146  -19.235989  ]
 [ 10.487185   -51.757645  ]
 [ -2.7395265  -17.44949   ]
 [ 29.817627   -36.88518   ]
 [-52.01911      8.628795  ]
 [-20.855822   -54.992268  ]
 [ 29.796642   -35.867783  ]
 [-14.201374   -62.766106  ]
 [-25.54594     -2.8241253 ]
 [-12.786212   -63.97991   ]
 [  4.4471855   17.631947  ]
 [-65.818794    -1.345165  ]
 [-65.382935     0.62986183]
 [-30.553606    -8.132618  ]
 [-58.724663    14.252726  ]
 [ 56.007793     4.607216  ]
 [ 76.02932     -5.6365023 ]
 [-67.211494     2.8089857 ]
 [ -8.730388    67.63394   ]
 [  5.611011    32.569332  ]
 [-63.61199      2.1662133 ]
 [ -7.406584   -36.560005  ]
 [ -3.055916    -4.204032  ]
 [-21.44876     -6.1217813 ]
 [-13.889638    56.221237  ]
 [ -0.35210675  16.37175   ]
 [  2.7341902   57.161602  ]
 [ 24.387476    21.852022  ]
 [-57.690094    11.813249  ]
 [ 36.45591    -15.731502  ]
 [ 17.509405    -2.0052273 ]
 [ -9.314597   -35.42379   ]
 [ 10.959512   -52.354534  ]
 [ 37.330166   -23.718948  ]
 [ 36.041153   -25.025324  ]
 [-21.351336     4.0346923 ]
 [-34.153267   -46.69508   ]
 [-37.524006    31.959494  ]
 [ 20.742476     1.1003096 ]
 [-29.980047    13.496456  ]
 [  1.92165     56.595345  ]
 [-30.910536    -8.688434  ]
 [ 54.93819     -4.071209  ]
 [-42.217922    25.464705  ]
 [ -6.609201    56.9641    ]
 [-35.95194    -39.223557  ]
 [ -4.823105   -15.939152  ]
 [ 25.281597    19.677279  ]
 [-15.516621    56.86792   ]
 [ 34.30466     12.274214  ]
 [ 27.760977   -32.47761   ]
 [ 14.524062   -56.869133  ]
 [  2.7593539  -45.989113  ]
 [ 69.47926      4.2545857 ]
 [ 68.99428      5.2717423 ]
 [-14.800131   -62.269054  ]
 [ -2.2053533   73.050476  ]
 [ -5.143323    57.313866  ]
 [ 12.945435    53.735394  ]
 [  4.754406   -44.18108   ]
 [ 31.907108   -43.96906   ]
 [-34.4529     -16.80237   ]
 [-11.973751    55.39872   ]
 [  3.9157836  -44.801926  ]
 [  6.698441   -44.387653  ]
 [-58.140633    12.554397  ]
 [-29.808907    14.12053   ]
 [ 22.598457    21.69793   ]
 [ 41.937073   -21.70476   ]
 [ -3.7724133   -2.8715096 ]
 [-33.758625   -47.31021   ]
 [ 19.054317    -0.46955457]
 [ 68.68428      7.114524  ]
 [-14.215564    49.69639   ]
 [  1.824964    27.81313   ]
 [ 76.31194     -6.2331796 ]
 [-41.728127   -31.732563  ]
 [ 15.952095   -56.648247  ]
 [ 35.16977     14.938139  ]
 [ -6.022186   -14.856298  ]
 [-10.557794   -65.96391   ]
 [ 25.057531    23.73917   ]
 [ 64.49836      5.1655707 ]
 [ 55.557922     6.079286  ]
 [ -1.5487596   16.018847  ]
 [-11.66712    -64.95044   ]
 [ 26.277718    26.53443   ]
 [  0.4808715   55.596992  ]
 [ 53.784588    -6.443797  ]
 [-17.329939    56.88713   ]
 [-14.238912   -40.107178  ]
 [ -0.7693301   -7.946852  ]
 [  3.5277736   30.82728   ]
 [-16.140799    28.371042  ]
 [ 44.8585     -24.804203  ]
 [-14.8294735  -40.646004  ]
 [-51.24557      8.361716  ]
 [ 32.16512    -44.572777  ]
 [ 43.334766   -20.88635   ]
 [-12.300938    50.235195  ]
 [ 39.840836   -21.51077   ]
 [ 54.5696      -4.7708063 ]
 [ 56.773464     2.8187096 ]
 [ 21.386326     1.7054814 ]
 [ 13.811234   -57.20313   ]
 [-20.418262    29.774092  ]
 [ 39.70532    -18.636822  ]
 [ 40.763065   -17.17801   ]
 [-15.969665    51.361683  ]
 [ 35.995922    10.248309  ]
 [  5.0713167  -42.444828  ]
 [-42.85183     24.491442  ]
 [ 29.886154   -38.109127  ]
 [ -8.379908    70.36416   ]
 [-39.789444    51.53051   ]
 [ 57.0249       2.0590146 ]
 [-67.00343     -7.083747  ]
 [-13.052844   -39.01298   ]
 [-14.508199    47.811176  ]
 [-11.309192   -31.30446   ]
 [ 25.65926     25.370985  ]
 [ 17.518084     0.8151869 ]
 [ 70.202866     2.8732657 ]
 [ 11.803284    55.859432  ]
 [-39.312176    51.9313    ]
 [ 18.590916   -19.835835  ]
 [ 37.303764    12.787378  ]
 [ 18.02051    -18.885874  ]
 [ 19.57035    -21.594694  ]
 [ 26.514734    16.59275   ]
 [ 44.264782   -26.357607  ]
 [ 17.17778    -17.508457  ]
 [-35.320133    33.282394  ]
 [-22.46139      1.0938367 ]
 [ 37.291428   -16.531616  ]
 [-49.687695     7.805097  ]
 [-10.279838   -33.251984  ]
 [-13.892033    38.18005   ]
 [-43.51615     23.367537  ]
 [ 36.651657    26.06981   ]
 [-23.303062    -1.2964276 ]
 [-19.473234    29.659771  ]
 [ -2.3077557   -5.609159  ]
 [ -1.7039711   73.42838   ]
 [ 16.36059    -16.132814  ]
 [-22.373657    -4.394751  ]
 [-67.69137     -9.74929   ]
 [-65.05155      3.1830547 ]
 [-38.355854   -37.98384   ]
 [-41.405037    26.60984   ]
 [ 29.648754   -33.367065  ]
 [ 71.139366     6.5862637 ]
 [-14.544776    38.032246  ]
 [-37.935036   -38.802338  ]
 [  4.1503663   31.369339  ]
 [-41.376003   -32.290276  ]
 [ 26.30443    -31.7638    ]
 [ -5.718781   -20.83771   ]
 [-23.61476     -2.3147745 ]
 [  2.7553287   59.44298   ]
 [  6.3764124   17.833828  ]
 [ 20.443777    -2.2578175 ]
 [-22.231287    29.756422  ]
 [ -8.41221     69.59534   ]
 [-16.685831    51.76732   ]
 [ -1.8025725   -6.509357  ]
 [ 35.349857    12.467764  ]
 [-34.10277    -16.269398  ]
 [-38.988728   -39.97859   ]
 [-42.9766      -4.9262724 ]
 [ -6.013287   -37.2607    ]
 [-10.917827   -31.993065  ]
 [  1.6437588   16.985619  ]
 [ 31.072016   -32.1444    ]
 [-44.16158     -6.824796  ]
 [  3.4997847   17.488447  ]
 [ 26.127884    17.41489   ]
 [ 13.421173    55.656876  ]
 [-43.449253    -5.6760473 ]
 [-66.65381     -5.4409165 ]]T-SNE at time '15' [[ 14.973092   -56.72118   ]
 [ 59.692333    17.270657  ]
 [-29.09948     44.4812    ]
 [-70.41984      0.60467744]
 [-56.08574      9.060514  ]
 [ 12.588283   -46.212746  ]
 [-20.503296    56.814926  ]
 [  9.562586    -4.912031  ]
 [ 32.209923   -35.322784  ]
 [-43.276165   -36.591537  ]
 [-25.414486    55.62683   ]
 [ 61.74054    -17.890646  ]
 [-25.754953   -13.006429  ]
 [ -7.554611    38.264183  ]
 [-38.195274    33.472458  ]
 [ 20.03544      4.367353  ]
 [-24.40211    -16.212923  ]
 [ 38.45113    -46.722275  ]
 [ -8.419935    44.60757   ]
 [ 13.957118   -52.723843  ]
 [-70.477806     2.0281413 ]
 [ 31.049906   -34.24293   ]
 [-70.78526      6.164693  ]
 [ 29.40266    -32.896584  ]
 [-17.558588   -57.875767  ]
 [ 59.956806    16.719929  ]
 [ 13.994782   -49.13196   ]
 [ 58.416183     5.64927   ]
 [-41.75402    -38.144085  ]
 [ 45.471996    -9.475371  ]
 [-26.916039   -13.563583  ]
 [-16.158707   -63.706055  ]
 [-21.00746    -58.10084   ]
 [ 17.350334    43.02926   ]
 [  6.179405   -13.7641535 ]
 [ 11.801502   -56.729633  ]
 [ 34.781948   -21.16797   ]
 [-16.48921    -62.33972   ]
 [-52.614834    21.25852   ]
 [-12.912284    26.114256  ]
 [-19.424412   -59.17686   ]
 [ 10.349015    -2.2182934 ]
 [-61.896954     7.1644535 ]
 [ 60.37143    -17.18462   ]
 [-39.676167    32.7773    ]
 [-41.697357    -8.526046  ]
 [-23.806728    55.01792   ]
 [-11.204125    12.827602  ]
 [ 21.750332     4.3132386 ]
 [-18.3706     -23.645912  ]
 [-58.207813   -13.702002  ]
 [ 59.747055   -16.861603  ]
 [ 37.6965     -46.801857  ]
 [  9.351537   -30.16376   ]
 [ 38.59152     23.735237  ]
 [-54.495678    17.322268  ]
 [ 55.922184     5.589881  ]
 [-24.483261   -17.581522  ]
 [-38.699333    -9.6804085 ]
 [  7.6994715   19.98014   ]
 [-28.970743    43.533688  ]
 [-19.6702      29.96551   ]
 [ -8.5804405    6.9336624 ]
 [ 17.380304    43.924213  ]
 [-29.714718    45.983986  ]
 [  6.567551    66.42154   ]
 [-70.45638      3.0618558 ]
 [-10.899971     6.7508483 ]
 [  5.8139787   64.60887   ]
 [ 37.37731    -44.704144  ]
 [ -3.0870657  -24.975878  ]
 [ 37.64817    -20.906218  ]
 [ 42.742653    13.038253  ]
 [ 29.525732   -14.657936  ]
 [  9.176989    -4.048745  ]
 [ 56.8256       5.5043597 ]
 [-54.1051      18.041262  ]
 [-24.543272    18.950958  ]
 [-18.919224    57.13319   ]
 [ 29.379665   -32.022697  ]
 [ 39.26534    -23.224352  ]
 [ 15.6258135   44.912117  ]
 [-14.119733    31.755142  ]
 [ 42.831707    15.564542  ]
 [ 43.67252     16.83617   ]
 [ 22.425512     4.267151  ]
 [-16.474571    22.205048  ]
 [-10.802078    14.125841  ]
 [  4.5350056  -42.910522  ]
 [-56.84255      9.381284  ]
 [ 54.325283     5.909798  ]
 [-58.811886   -15.4027405 ]
 [ 10.5269575   -6.3144336 ]
 [-28.776579    42.081768  ]
 [-28.9863      -9.403091  ]
 [ 35.528442   -24.136158  ]
 [  8.962916    23.921686  ]
 [ 15.800809   -28.321415  ]
 [-15.13186     -4.158852  ]
 [-58.721027    -9.706759  ]
 [ 18.444622     4.3442817 ]
 [-11.394135    11.905352  ]
 [ 13.953609   -55.670666  ]
 [ 10.700093   -57.351097  ]
 [-43.141075    -8.673427  ]
 [ 46.925224    -9.292607  ]
 [-14.913945    -5.538342  ]
 [-29.943594    -7.8752217 ]
 [  3.7994063   -2.7022345 ]
 [  6.6135626   63.132065  ]
 [ 50.473618    -6.772346  ]
 [-63.107815    -7.7618237 ]
 [-37.558327    33.381344  ]
 [ -8.803997    46.092133  ]
 [ 13.226652   -47.54259   ]
 [ 49.68358     -8.746553  ]
 [ 51.2497     -11.645817  ]
 [ 40.533962   -24.112871  ]
 [-19.628456   -22.44095   ]
 [  5.0647984   64.93245   ]
 [-17.680664   -24.260267  ]
 [  5.252714    -3.025521  ]
 [ 14.629569   -53.068066  ]
 [ -8.07311     43.108593  ]
 [ 27.396698   -15.96458   ]
 [ -7.682349    39.175602  ]
 [ -2.608766   -23.658152  ]
 [ -2.141387   -22.73026   ]
 [-14.778153    30.236065  ]
 [ 16.46706    -28.120077  ]
 [ 42.786327    13.825692  ]
 [ 20.027824    45.816795  ]
 [ 36.854225   -21.78514   ]
 [-42.69568     31.472658  ]
 [-23.081535    19.549507  ]
 [  6.8738365   -3.4180942 ]
 [-16.334053   -64.8858    ]
 [ 50.572742   -10.471596  ]
 [-22.324171    19.868011  ]
 [ 50.95588     -5.6851506 ]
 [-14.449452    26.654688  ]
 [-29.917505     2.0712671 ]
 [ 30.69243    -13.499976  ]
 [-23.537752    54.253136  ]
 [-41.598118    31.968815  ]
 [ 10.438477   -28.552605  ]
 [ 38.65458    -48.514317  ]
 [  9.271161   -27.55583   ]
 [ 26.972715   -34.01925   ]
 [ 11.351262   -28.424963  ]
 [  3.9902244  -42.675037  ]
 [-56.556454   -13.613588  ]
 [-20.644424   -21.36088   ]
 [-54.891205     8.001506  ]
 [ 16.510069   -52.730946  ]
 [-16.462349   -56.47464   ]
 [ 38.503204   -19.531664  ]
 [  0.1638554   39.53011   ]
 [ 18.927088    45.17551   ]
 [  5.8389273  -13.167117  ]
 [-60.280426   -11.625798  ]
 [ -7.7081475   41.208073  ]
 [-61.242615     7.298601  ]
 [-44.436806   -35.386528  ]
 [ -4.7689223  -22.874865  ]
 [  5.0737386   23.05015   ]
 [-42.322067   -37.56965   ]
 [-18.337866   -59.1852    ]
 [  6.930328    21.273746  ]
 [-61.400127   -13.427612  ]
 [ 37.28581     22.89817   ]
 [ 28.606855   -15.220171  ]
 [ -0.3937066   39.260197  ]
 [ 40.3018     -46.185886  ]
 [-18.25183     29.681807  ]
 [  6.5861645   22.292566  ]
 [ -0.10405691 -24.698593  ]
 [ 25.818493   -34.94218   ]
 [-61.005516   -10.789739  ]
 [-70.42303      4.696923  ]
 [-29.48994      1.6493437 ]
 [-24.122524   -12.028607  ]
 [-15.924465    23.525814  ]
 [-53.197105    19.92021   ]
 [-15.226088    29.278326  ]
 [-61.943703    -9.158604  ]
 [-15.09546     -3.4237714 ]
 [-39.076763    -7.232777  ]
 [ 52.520542    -2.626217  ]
 [ 13.231194    25.983833  ]
 [ 34.771404    22.102491  ]
 [ 51.65311     -4.280947  ]
 [-39.368694    -8.041318  ]
 [ 36.385216    22.609509  ]
 [ 12.086291    25.36368   ]
 [-28.34853    -10.105777  ]
 [-10.1951       6.9784613 ]
 [-21.754694    56.4571    ]
 [ 10.547403    24.547146  ]
 [-20.657156   -61.192448  ]]T-SNE at time '30' [[-27.439302    51.641018  ]
 [-46.277306   -12.764394  ]
 [ 15.019153   -10.636901  ]
 [ 25.818079   -39.954857  ]
 [ 22.021225   -41.77069   ]
 [-31.520445    48.70418   ]
 [ 38.082016   -37.7085    ]
 [-25.014023    21.353304  ]
 [-27.232092     0.9196228 ]
 [ 68.763794    20.15873   ]
 [ 25.70493    -13.169127  ]
 [-21.240604   -36.709637  ]
 [ 17.357191    23.110748  ]
 [  7.941394   -14.704857  ]
 [ 15.337       -8.637749  ]
 [-51.53731    -30.22158   ]
 [ 18.876745   -42.61983   ]
 [-30.302479   -22.222221  ]
 [ 32.108963   -55.76289   ]
 [-36.66696     42.91914   ]
 [ 25.601866   -39.309784  ]
 [-53.840744    -5.7588873 ]
 [ 51.598045     6.600467  ]
 [-26.713598   -57.98089   ]
 [  2.997034    45.47967   ]
 [-46.473083    13.745521  ]
 [-25.172321   -53.02779   ]
 [-45.21792     15.233554  ]
 [ 69.77647     22.94004   ]
 [-50.38986    -31.187248  ]
 [  5.0525913   43.180157  ]
 [ -7.602263    31.198427  ]
 [ -0.5227509   57.085297  ]
 [ 55.989685    -4.6155205 ]
 [ -9.841482    33.58956   ]
 [-23.687593    64.1421    ]
 [-22.538078     0.5474439 ]
 [  7.526802    46.80812   ]
 [ 77.2359      -6.1876783 ]
 [ -5.328348   -31.623928  ]
 [  4.8360386   45.104443  ]
 [-10.659781    33.747704  ]
 [ 74.39769    -14.52272   ]
 [-39.508022   -31.631895  ]
 [ 41.905823    14.258985  ]
 [ 52.0128     -13.341798  ]
 [ 17.193363   -11.289137  ]
 [ 31.389942    13.71524   ]
 [  5.7056375   45.586395  ]
 [  9.812446    20.457493  ]
 [ 54.674385    -5.5323    ]
 [-22.821888   -37.02158   ]
 [-24.1976      -5.8636856 ]
 [-57.79139    -13.947996  ]
 [ -7.223586   -31.22968   ]
 [ 69.270615    21.49385   ]
 [-59.487576   -14.016616  ]
 [ 31.79792    -57.432903  ]
 [ 43.166836   -17.936869  ]
 [  4.0839877   11.986251  ]
 [ 14.055189   -11.161407  ]
 [  5.502468     8.580459  ]
 [-23.074944    -4.5712743 ]
 [  6.0758324   18.68316   ]
 [ 29.027338     9.905012  ]
 [ 25.493584   -13.763721  ]
 [ 75.94894    -15.868555  ]
 [ 26.274271   -19.721928  ]
 [-16.902782   -35.799725  ]
 [-35.013992    -6.463848  ]
 [  4.821893   -58.201206  ]
 [-31.29224    -20.707245  ]
 [-46.14796    -11.57683   ]
 [-27.581112    17.876347  ]
 [ -0.93187386  13.74136   ]
 [-64.60534     -6.642745  ]
 [ 77.144646    -6.828816  ]
 [ 11.131849   -14.447243  ]
 [ 39.48427    -37.387074  ]
 [-48.183083    11.727581  ]
 [-47.673847    12.318333  ]
 [  4.8151455   19.7       ]
 [ -1.790614   -28.744509  ]
 [-44.41866     -7.9152775 ]
 [-27.056086   -58.53049   ]
 [-21.794165    29.106169  ]
 [ 33.845493    34.638123  ]
 [ 29.791952    11.149745  ]
 [  5.482478   -57.698704  ]
 [ 36.076298   -38.098946  ]
 [-64.99139     -7.1342645 ]
 [ 31.85412     72.83006   ]
 [-26.35557     19.487988  ]
 [ 12.713853   -11.728718  ]
 [ 15.839092   -37.009647  ]
 [-28.350891    16.919563  ]
 [ -4.4651804   31.86621   ]
 [-25.758627     0.21234238]
 [ 22.10077     69.47248   ]
 [ 56.80642     -1.9783566 ]
 [-42.373756    17.95121   ]
 [ 16.840443    22.757267  ]
 [-26.649084    52.150684  ]
 [ -4.5515847   10.738985  ]
 [ 52.707428   -14.837734  ]
 [ -1.5226008   15.608348  ]
 [ 28.0006      71.57425   ]
 [ 26.279465   -19.062517  ]
 [-41.78078     18.44095   ]
 [ -3.8695753  -30.470942  ]
 [-38.575138   -31.244024  ]
 [ 54.613964    -0.8554888 ]
 [  4.877884    10.145053  ]
 [ 32.250057   -55.018864  ]
 [-30.663185    51.254307  ]
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 [ 57.513435    -5.712237  ]]T-SNE at time '45' [[-4.49984055e+01 -4.12998505e+01]
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