SimpleKMeansClusterer

Algorithmia Platform License · Internet Access

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"\nkMeans\n======\n\nNumber of iterations: 25\nWithin cluster sum of squared errors: 600558.5792489738\n\nInitial starting points (random):\n\nCluster 0: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.5,0.5,0.996094,0.996094,0.5,0,0,0,0,0,0,0,0,0,0,0.25,0.996094,0.996094,0.25,0,0,0,0,0,0,0.25,0.5,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0,0,0,0,0,0,0,0,0,0,0.5,0.996094,0.996094,0.996094,0.996094,0.5,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0,0,0,0,0,0,0,0,0,0,0.5,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0,0,0,0,0,0,0,0,0,0,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.996094,0.5,0.746094,0.996094,0.996094,0.996094,0.5,0,0,0,0,0,0,0,0,0,0.5,0.996094,0.996094,0.996094,0.746094,0.5,0.5,0.5,0.5,0,0,0,0,0,0.996094,0.996094,0.996094,0.996094,0.25,0,0,0,0,0,0,0,0,0,0.996094,0.996094,0.996094,0.996094,0,0,0,0,0,0,0,0,0,0.5,0.996094,0.996094,0.996094,0.996094,0,0,0,0,0,0,0,0,0,0,0.996094,0.996094,0.996094,0.996094,0,0,0,0,0,0,0,0,0,0.5,0.996094,0.996094,0.996094,0.746094,0,0,0,0,0,0,0,0,0,0.5,0.996094,0.996094,0.996094,0.5,0,0,0,0,0,0,0,0,0,0.746094,0.996094,0.996094,0.996094,0.25,0,0,0,0,0,0,0,0,0,0.5,0.996094,0.996094,0.996094,0,0,0,0,0,0,0,0,0,0.25,0.996094,0.996094,0.996094,0.746094,0,0,0,0,0,0,0,0,0,0,0.746094,0.996094,0.996094,0.996094,0,0,0,0,0,0,0,0,0,0.996094,0.996094,0.996094,0.996094,0.5,0,0,0,0,0,0,0,0,0,0,0.25,0.996094,0.746094,0.25,0,0,0,0,0,0,0,0,0.25,0.996094,0.996094,0.996094,0.996094,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.996094,0.996094,0.996094,0.996094,0.25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.5,0.996094,0.996094,0.996094,0.996094,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.996094,0.996094,0.996094,0.996094,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.746094,0.996094,0.996094,0.996094,0.746094,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.25,0.996094,0.996094,0.996094,0.996094,0.25,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.5,0.5,0.5,0.5,0.5,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,7.0000000e+00\nCluster 1: 0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.207031,0.640625,0.847656,0.996094,0.828125,0.480469,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.261719,0.851563,0.976563,0.992188,0.992188,0.992188,0.992188,0.988281,0.679688,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.316406,0.933594,0.984375,0.679688,0.207031,0.371094,0.101563,0.335938,0.992188,0.972656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.734375,0.898438,0.242188,0,0,0,0,0.125,0.992188,0.972656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.152344,0.3125,0,0,0,0,0,0.125,0.992188,0.972656,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.394531,0.992188,0.835938,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.121094,0.9375,0.96875,0.296875,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.144531,0.8125,0.992188,0.699219,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.449219,0.917969,0.992188,0.949219,0.347656,0.226563,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.292969,0.988281,0.992188,0.992188,0.992188,0.992188,0.988281,0.871094,0.445313,0.015625,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.175781,0.863281,0.867188,0.808594,0.683594,0.867188,0.871094,0.992188,0.992188,0.5625,0.019531,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.007813,0.335938,0.953125,0.992188,0.164063,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.359375,0.992188,0.488281,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.089844,0.933594,0.488281,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.070313,0.929688,0.488281,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.777344,0.992188,0.289063,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.253906,0.269531,0,0,0,0.003906,0.5,0.984375,0.957031,0.117188,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.941406,0.949219,0.742188,0.457031,0.480469,0.804688,0.992188,0.964844,0.210938,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.253906,0.925781,0.992188,0.992188,0.992188,0.992188,0.972656,0.324219,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.070313,0.480469,0.765625,0.640625,0.636719,0.203125,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3.0000000e+00\n\nMissing values globally replaced with mean/mode\n\nFinal cluster centroids:\n                                    Cluster#\nAttribute            Full Data             0             1\n                     (12000.0)      (4503.0)      (7497.0)\n==========================================================\na00                          0             0             0\na01                          0             0             0\na02                          0             0             0\na03                          0             0             0\na04                          0             0             0\na05                          0             0             0\na06                          0             0             0\na07                          0             0             0\na08                          0             0             0\na09                          0             0             0\na10                          0             0             0\na11                          0             0             0\na12                          0             0             0\na13                          0             0             0\na14                          0             0             0\na15                          0             0             0\na16                          0             0             0\na17                          0             0             0\na18                          0             0             0\na19                          0             0             0\na20                          0             0             0\na21                          0             0             0\na22                          0             0             0\na23                          0             0             0\na24                          0             0             0\na25                          0             0             0\na26                          0             0             0\na27                          0             0             0\na28                          0             0             0\na29                          0             0             0\na30                          0             0             0\na31                          0             0             0\na32                          0             0             0\na33                          0             0             0\na34                          0             0             0\na35                          0        0.0001             0\na36                     0.0001        0.0003             0\na37                     0.0002        0.0004             0\na38                     0.0002        0.0005        0.0001\na39                     0.0004        0.0005        0.0004\na40                     0.0003        0.0004        0.0003\na41                     0.0004        0.0008        0.0002\na42                     0.0005        0.0007        0.0004\na43                     0.0007        0.0005        0.0008\na44                     0.0008        0.0008        0.0008\na45                     0.0005        0.0007        0.0004\na46                     0.0004        0.0006        0.0003\na47                     0.0003        0.0003        0.0004\na48                     0.0003        0.0004        0.0002\na49                     0.0001        0.0001        0.0001\na50                     0.0001             0        0.0001\na51                     0.0001             0        0.0001\na52                          0             0             0\na53                          0             0             0\na54                          0             0             0\na55                          0             0             0\na56                          0             0             0\na57                          0             0             0\na58                          0             0             0\na59                          0             0             0\na60                          0        0.0001             0\na61                          0             0             0\na62                          0        0.0001             0\na63                     0.0001        0.0004             0\na64                     0.0007        0.0014        0.0002\na65                     0.0016        0.0026        0.0009\na66                     0.0024        0.0042        0.0014\na67                     0.0036        0.0065        0.0019\na68                     0.0057        0.0098        0.0032\na69                     0.0077        0.0146        0.0036\na70                     0.0107        0.0198        0.0052\na71                     0.0142        0.0254        0.0074\na72                     0.0173        0.0306        0.0093\na73                     0.0171        0.0298        0.0094\na74                     0.0141        0.0233        0.0086\na75                     0.0096        0.0153        0.0062\na76                      0.005        0.0076        0.0035\na77                     0.0023         0.003        0.0018\na78                     0.0008        0.0013        0.0005\na79                     0.0002        0.0003        0.0002\na80                     0.0001        0.0001             0\na81                          0             0             0\na82                          0             0             0\na83                          0             0             0\na84                          0             0             0\na85                          0             0             0\na86                          0             0             0\na87                          0             0             0\na88                     0.0001        0.0001             0\na89                     0.0004        0.0007        0.0002\na90                     0.0008        0.0015        0.0004\na91                     0.0017         0.003        0.0009\na92                     0.0035        0.0063        0.0018\na93                     0.0064        0.0105         0.004\na94                     0.0117        0.0193         0.007\na95                     0.0183        0.0302        0.0111\na96                     0.0262        0.0463        0.0142\na97                     0.0361        0.0653        0.0187\na98                     0.0464        0.0831        0.0243\na99                     0.0557        0.1008        0.0285\na100                    0.0587        0.1048         0.031\na101                    0.0542        0.0912         0.032\na102                    0.0425         0.069        0.0266\na103                     0.029        0.0456        0.0191\na104                    0.0164         0.025        0.0112\na105                    0.0085        0.0129        0.0059\na106                    0.0038        0.0056        0.0027\na107                    0.0012        0.0017         0.001\na108                    0.0005        0.0006        0.0004\na109                         0             0             0\na110                         0             0             0\na111                         0             0             0\na112                         0             0             0\na113                         0             0             0\na114                         0             0             0\na115                    0.0001        0.0001        0.0001\na116                    0.0004        0.0006        0.0003\na117                    0.0017        0.0026        0.0012\na118                    0.0033        0.0053        0.0022\na119                    0.0079        0.0136        0.0044\na120                    0.0152        0.0276        0.0077\na121                     0.028          0.05        0.0149\na122                    0.0471        0.0842        0.0248\na123                    0.0708        0.1297        0.0355\na124                    0.1002         0.183        0.0504\na125                     0.133        0.2402        0.0686\na126                    0.1627        0.2922        0.0849\na127                     0.183        0.3271        0.0965\na128                    0.1879        0.3283        0.1036\na129                     0.171        0.2869        0.1014\na130                    0.1381         0.224        0.0865\na131                    0.0983        0.1534        0.0652\na132                      0.06        0.0922        0.0407\na133                    0.0339        0.0511        0.0235\na134                     0.018        0.0247         0.014\na135                    0.0085        0.0094        0.0079\na136                    0.0033        0.0032        0.0033\na137                    0.0006        0.0004        0.0006\na138                         0             0             0\na139                         0             0             0\na140                         0             0             0\na141                         0             0             0\na142                         0             0        0.0001\na143                    0.0004        0.0007        0.0003\na144                    0.0019        0.0033         0.001\na145                    0.0057         0.009        0.0038\na146                    0.0123        0.0201        0.0077\na147                    0.0242        0.0413        0.0139\na148                    0.0439        0.0758        0.0247\na149                    0.0744        0.1316          0.04\na150                    0.1141        0.2057        0.0591\na151                    0.1621        0.2968        0.0812\na152                    0.2167        0.3937        0.1103\na153                    0.2771        0.4851        0.1522\na154                    0.3263        0.5558        0.1884\na155                    0.3567        0.5903        0.2165\na156                    0.3592        0.5823        0.2252\na157                    0.3313        0.5257        0.2145\na158                    0.2749        0.4312         0.181\na159                    0.2067        0.3179        0.1399\na160                     0.139        0.2089         0.097\na161                    0.0853        0.1235        0.0624\na162                    0.0485        0.0617        0.0405\na163                    0.0256        0.0265        0.0251\na164                    0.0119        0.0099        0.0132\na165                    0.0033        0.0023        0.0039\na166                    0.0004        0.0005        0.0003\na167                         0             0             0\na168                         0             0             0\na169                         0             0             0\na170                    0.0001             0        0.0002\na171                    0.0011        0.0017        0.0008\na172                    0.0046        0.0075        0.0028\na173                    0.0115        0.0174         0.008\na174                    0.0248        0.0374        0.0172\na175                    0.0481        0.0754        0.0318\na176                    0.0829         0.135        0.0515\na177                    0.1321        0.2251        0.0763\na178                    0.1943         0.338         0.108\na179                     0.263        0.4563         0.147\na180                    0.3333        0.5543        0.2005\na181                    0.4037        0.6314        0.2669\na182                    0.4587        0.6768        0.3277\na183                     0.487        0.6867         0.367\na184                    0.4831        0.6674        0.3724\na185                    0.4475         0.618        0.3452\na186                    0.3855        0.5413        0.2919\na187                    0.3044        0.4398        0.2231\na188                    0.2149        0.3178        0.1532\na189                    0.1407        0.2016        0.1042\na190                     0.084        0.1082        0.0695\na191                    0.0452        0.0475        0.0438\na192                     0.022        0.0166        0.0252\na193                    0.0075        0.0038        0.0097\na194                    0.0014        0.0008        0.0017\na195                    0.0002             0        0.0003\na196                         0             0             0\na197                    0.0001             0        0.0002\na198                    0.0004        0.0001        0.0006\na199                    0.0027        0.0025        0.0028\na200                    0.0084        0.0098        0.0076\na201                    0.0206        0.0264        0.0171\na202                    0.0414        0.0535        0.0341\na203                    0.0748        0.1046        0.0569\na204                    0.1272        0.1886        0.0904\na205                    0.1964        0.3016        0.1332\na206                    0.2746        0.4234        0.1853\na207                    0.3529        0.5273        0.2482\na208                    0.4256        0.5948        0.3239\na209                    0.4838        0.6213        0.4013\na210                    0.5191         0.617        0.4602\na211                    0.5321        0.5961        0.4936\na212                    0.5255        0.5727        0.4971\na213                    0.5036        0.5626        0.4682\na214                    0.4557        0.5408        0.4046\na215                    0.3789        0.4843        0.3157\na216                    0.2833        0.3882        0.2202\na217                    0.1913        0.2614        0.1492\na218                    0.1157        0.1477        0.0965\na219                    0.0634        0.0661        0.0619\na220                    0.0298        0.0214        0.0349\na221                    0.0114        0.0049        0.0153\na222                    0.0024        0.0006        0.0035\na223                    0.0002             0        0.0003\na224                    0.0001             0        0.0001\na225                    0.0003             0        0.0006\na226                    0.0011        0.0002        0.0016\na227                    0.0047        0.0033        0.0056\na228                    0.0146        0.0138        0.0151\na229                    0.0305        0.0318        0.0298\na230                    0.0583        0.0655        0.0539\na231                    0.1044        0.1307        0.0887\na232                    0.1692        0.2241        0.1362\na233                    0.2535        0.3454        0.1983\na234                    0.3412        0.4565         0.272\na235                    0.4173        0.5278        0.3509\na236                     0.468        0.5497        0.4189\na237                    0.4881        0.5242        0.4664\na238                    0.4891        0.4733        0.4986\na239                    0.4836        0.4318        0.5147\na240                    0.4843        0.4204        0.5227\na241                    0.4865        0.4455        0.5111\na242                    0.4683        0.4839        0.4589\na243                    0.4088        0.4804        0.3659\na244                    0.3195        0.4176        0.2605\na245                    0.2207        0.3014        0.1722\na246                    0.1323        0.1758        0.1062\na247                    0.0685        0.0778        0.0628\na248                    0.0301        0.0235        0.0341\na249                    0.0113        0.0036        0.0159\na250                    0.0017        0.0001        0.0026\na251                    0.0001             0        0.0002\na252                         0             0             0\na253                    0.0005             0        0.0008\na254                    0.0017        0.0004        0.0025\na255                    0.0059        0.0036        0.0073\na256                    0.0171        0.0138        0.0191\na257                    0.0372        0.0343         0.039\na258                    0.0714        0.0761        0.0686\na259                    0.1262        0.1539        0.1095\na260                    0.2029        0.2585        0.1695\na261                    0.2966        0.3787        0.2473\na262                    0.3822        0.4711        0.3288\na263                    0.4349        0.5091        0.3903\na264                    0.4404        0.4789        0.4174\na265                    0.4177        0.4123         0.421\na266                    0.3966        0.3405        0.4302\na267                    0.3925        0.3001        0.4481\na268                    0.4119         0.308        0.4742\na269                    0.4417        0.3591        0.4914\na270                    0.4455        0.4229         0.459\na271                    0.4021        0.4574        0.3689\na272                    0.3192        0.4189        0.2593\na273                    0.2191        0.3184        0.1595\na274                    0.1291        0.1953        0.0893\na275                    0.0611        0.0871        0.0455\na276                    0.0226        0.0235        0.0221\na277                    0.0064        0.0027        0.0086\na278                    0.0008        0.0002        0.0011\na279                    0.0001             0        0.0001\na280                         0             0             0\na281                    0.0005             0        0.0008\na282                    0.0018        0.0007        0.0025\na283                    0.0061        0.0036        0.0076\na284                    0.0169        0.0136        0.0189\na285                     0.039        0.0396        0.0387\na286                    0.0759        0.0915        0.0665\na287                    0.1367        0.1802        0.1107\na288                    0.2254        0.2987        0.1814\na289                    0.3183        0.4095        0.2635\na290                    0.3914        0.4848        0.3353\na291                    0.4108        0.4871         0.365\na292                    0.3756        0.4177        0.3503\na293                    0.3358         0.336        0.3357\na294                    0.3197        0.2742        0.3469\na295                    0.3344        0.2533        0.3831\na296                    0.3712        0.2718        0.4309\na297                    0.4177        0.3265        0.4724\na298                    0.4232        0.3916        0.4422\na299                     0.383        0.4384        0.3498\na300                    0.2951        0.4076        0.2275\na301                    0.1972         0.319         0.124\na302                    0.1138        0.2076        0.0575\na303                    0.0512        0.0976        0.0233\na304                    0.0165        0.0277        0.0098\na305                    0.0032        0.0027        0.0036\na306                    0.0004        0.0004        0.0004\na307                         0             0             0\na308                         0             0        0.0001\na309                    0.0002             0        0.0004\na310                    0.0018        0.0008        0.0023\na311                    0.0056        0.0042        0.0064\na312                    0.0151        0.0153         0.015\na313                    0.0381        0.0496        0.0312\na314                    0.0789         0.115        0.0572\na315                    0.1485        0.2162        0.1078\na316                    0.2431        0.3375        0.1865\na317                    0.3354        0.4451        0.2696\na318                    0.3907        0.5042        0.3226\na319                    0.3796        0.4751        0.3223\na320                    0.3308        0.3957        0.2918\na321                    0.2988        0.3207        0.2857\na322                    0.3021        0.2761        0.3177\na323                    0.3329        0.2733        0.3686\na324                    0.3815        0.2969        0.4324\na325                    0.4257        0.3431        0.4753\na326                    0.4169         0.397        0.4288\na327                    0.3602        0.4312        0.3176\na328                    0.2634        0.4005         0.181\na329                    0.1691        0.3131        0.0826\na330                    0.0984        0.2112        0.0306\na331                    0.0471        0.1063        0.0115\na332                    0.0152        0.0318        0.0053\na333                    0.0023         0.003        0.0019\na334                    0.0005        0.0007        0.0004\na335                         0             0             0\na336                         0             0             0\na337                    0.0002             0        0.0003\na338                     0.001        0.0006        0.0013\na339                    0.0039        0.0041        0.0037\na340                    0.0129        0.0176        0.0101\na341                    0.0386        0.0616        0.0248\na342                    0.0878        0.1463        0.0527\na343                     0.167        0.2608        0.1107\na344                    0.2636        0.3783        0.1947\na345                    0.3517        0.4806        0.2742\na346                    0.3889        0.5167        0.3121\na347                    0.3659        0.4733        0.3013\na348                    0.3211        0.3945        0.2771\na349                    0.3138        0.3364        0.3002\na350                     0.347        0.3191        0.3638\na351                    0.3931        0.3324        0.4297\na352                    0.4441         0.362        0.4934\na353                    0.4628        0.4054        0.4972\na354                    0.4249        0.4454        0.4126\na355                    0.3395        0.4503        0.2729\na356                     0.237         0.411        0.1324\na357                    0.1508        0.3166        0.0512\na358                    0.0918        0.2142        0.0182\na359                    0.0478        0.1144        0.0078\na360                     0.017        0.0382        0.0043\na361                    0.0023        0.0037        0.0014\na362                    0.0006        0.0007        0.0005\na363                         0             0        0.0001\na364                         0             0             0\na365                    0.0001             0        0.0002\na366                    0.0005        0.0001        0.0006\na367                    0.0024        0.0032         0.002\na368                    0.0121        0.0203        0.0072\na369                    0.0417        0.0769        0.0206\na370                    0.1014        0.1801         0.054\na371                    0.1856        0.3014        0.1161\na372                    0.2813         0.418        0.1992\na373                    0.3617        0.5028        0.2769\na374                    0.3884        0.5108        0.3148\na375                    0.3687        0.4586        0.3147\na376                    0.3486        0.3941        0.3213\na377                    0.3814        0.3615        0.3933\na378                     0.433        0.3681         0.472\na379                    0.4832        0.3952         0.536\na380                    0.5134        0.4332        0.5616\na381                    0.4966        0.4761        0.5089\na382                    0.4278        0.4999        0.3845\na383                    0.3234        0.4896        0.2235\na384                    0.2251         0.437        0.0979\na385                    0.1469        0.3305        0.0366\na386                     0.093        0.2213        0.0159\na387                    0.0515        0.1227        0.0088\na388                    0.0195        0.0431        0.0053\na389                    0.0025         0.004        0.0016\na390                    0.0002        0.0002        0.0002\na391                         0             0             0\na392                         0             0             0\na393                         0             0        0.0001\na394                    0.0001             0        0.0002\na395                    0.0018        0.0029        0.0011\na396                    0.0121        0.0236        0.0052\na397                    0.0489        0.0976        0.0197\na398                     0.113        0.2095        0.0551\na399                    0.1991        0.3371        0.1162\na400                    0.2903        0.4491         0.195\na401                     0.358        0.5046        0.2699\na402                    0.3818         0.481        0.3222\na403                    0.3765        0.4256         0.347\na404                    0.3922        0.3826         0.398\na405                    0.4551        0.3769        0.5021\na406                    0.5109        0.3973        0.5791\na407                    0.5521        0.4285        0.6263\na408                    0.5485        0.4683        0.5967\na409                    0.5077        0.5125        0.5049\na410                    0.4215         0.535        0.3533\na411                    0.3158        0.5239        0.1908\na412                     0.226         0.464         0.083\na413                    0.1527        0.3463        0.0364\na414                    0.0975        0.2281         0.019\na415                    0.0539        0.1257        0.0108\na416                    0.0202        0.0449        0.0053\na417                    0.0027        0.0046        0.0016\na418                    0.0001             0        0.0002\na419                         0             0             0\na420                         0             0             0\na421                         0             0             0\na422                    0.0001        0.0001        0.0001\na423                     0.002        0.0036         0.001\na424                    0.0139        0.0305         0.004\na425                    0.0574        0.1203        0.0197\na426                    0.1223        0.2411         0.051\na427                    0.2028         0.369         0.103\na428                    0.2839         0.465        0.1752\na429                    0.3419        0.4942        0.2504\na430                     0.364        0.4491         0.313\na431                    0.3769        0.3945        0.3663\na432                    0.4182        0.3651        0.4501\na433                    0.4844        0.3691        0.5536\na434                    0.5317        0.3822        0.6216\na435                     0.556         0.404        0.6474\na436                    0.5328        0.4376          0.59\na437                    0.4875        0.4941        0.4836\na438                    0.4014        0.5389        0.3187\na439                     0.308          0.55        0.1626\na440                    0.2293        0.4855        0.0754\na441                    0.1585        0.3606        0.0371\na442                    0.1008        0.2331        0.0213\na443                    0.0545        0.1241        0.0126\na444                    0.0204         0.044        0.0062\na445                    0.0033        0.0053        0.0021\na446                    0.0005        0.0001        0.0008\na447                         0             0             0\na448                         0             0             0\na449                         0             0        0.0001\na450                    0.0003        0.0007        0.0001\na451                    0.0027        0.0053        0.0011\na452                    0.0184        0.0406        0.0051\na453                     0.066        0.1444        0.0189\na454                    0.1299        0.2719        0.0446\na455                    0.2009        0.3987        0.0821\na456                     0.267        0.4791        0.1396\na457                    0.3107        0.4787        0.2099\na458                    0.3325        0.4146        0.2833\na459                    0.3565        0.3572        0.3562\na460                    0.4007        0.3327        0.4416\na461                    0.4572        0.3375        0.5291\na462                    0.5055        0.3431        0.6031\na463                    0.5158         0.349        0.6159\na464                    0.4924        0.3851        0.5569\na465                    0.4489         0.463        0.4405\na466                    0.3806         0.545        0.2819\na467                     0.306        0.5775         0.143\na468                    0.2321         0.507         0.067\na469                    0.1598        0.3677        0.0349\na470                     0.098        0.2259        0.0212\na471                    0.0518        0.1157        0.0134\na472                    0.0199        0.0406        0.0076\na473                     0.004        0.0054        0.0032\na474                    0.0007             0        0.0012\na475                         0             0             0\na476                         0             0             0\na477                    0.0001        0.0001        0.0001\na478                    0.0006         0.001        0.0003\na479                    0.0041         0.008        0.0018\na480                    0.0243        0.0547         0.006\na481                     0.075        0.1674        0.0195\na482                    0.1342        0.2901        0.0406\na483                    0.1962        0.4127        0.0661\na484                    0.2462        0.4811        0.1052\na485                    0.2776        0.4633        0.1661\na486                    0.2978        0.3922        0.2411\na487                    0.3221         0.332        0.3162\na488                    0.3538        0.3014        0.3852\na489                    0.4066        0.2956        0.4732\na490                    0.4553        0.2946        0.5518\na491                    0.4683        0.3064        0.5655\na492                    0.4539        0.3634        0.5082\na493                    0.4202        0.4733        0.3882\na494                    0.3672        0.5825        0.2379\na495                    0.3026        0.6085        0.1189\na496                    0.2286        0.5125         0.058\na497                    0.1545        0.3565        0.0332\na498                    0.0924        0.2112        0.0211\na499                    0.0464        0.0997        0.0145\na500                    0.0196        0.0359        0.0098\na501                    0.0053         0.006        0.0049\na502                     0.001        0.0002        0.0015\na503                         0             0        0.0001\na504                         0             0             0\na505                         0             0             0\na506                    0.0008        0.0014        0.0005\na507                    0.0071        0.0146        0.0026\na508                    0.0321        0.0724        0.0079\na509                    0.0833        0.1857        0.0219\na510                    0.1436        0.3105        0.0434\na511                    0.1985        0.4213        0.0647\na512                     0.236         0.472        0.0941\na513                    0.2628        0.4523         0.149\na514                    0.2846        0.3882        0.2224\na515                    0.3016        0.3269        0.2865\na516                    0.3283        0.2889         0.352\na517                    0.3823        0.2769        0.4456\na518                    0.4315        0.2884        0.5175\na519                    0.4516        0.3312        0.5239\na520                    0.4442        0.4197         0.459\na521                    0.4167         0.547        0.3384\na522                    0.3675        0.6437        0.2016\na523                    0.2971        0.6251           0.1\na524                     0.216         0.494        0.0491\na525                    0.1428         0.328        0.0315\na526                    0.0827        0.1828        0.0225\na527                    0.0401        0.0822        0.0148\na528                    0.0165        0.0281        0.0095\na529                    0.0043        0.0053        0.0037\na530                    0.0005        0.0001        0.0006\na531                    0.0001             0        0.0001\na532                         0             0             0\na533                         0             0             0\na534                    0.0013        0.0023        0.0007\na535                      0.01        0.0209        0.0034\na536                    0.0378         0.085        0.0094\na537                    0.0923        0.2019        0.0264\na538                    0.1573        0.3316        0.0526\na539                    0.2134        0.4384        0.0782\na540                    0.2521        0.4867        0.1112\na541                     0.283        0.4811        0.1641\na542                    0.3096        0.4333        0.2352\na543                    0.3265        0.3766        0.2964\na544                    0.3596        0.3417        0.3704\na545                    0.4117        0.3349        0.4579\na546                    0.4542        0.3627        0.5092\na547                    0.4672        0.4278        0.4908\na548                     0.456        0.5331        0.4097\na549                    0.4199        0.6328         0.292\na550                    0.3566        0.6673        0.1699\na551                    0.2743        0.5874        0.0863\na552                    0.1915        0.4313        0.0474\na553                    0.1202        0.2684        0.0312\na554                    0.0657        0.1402        0.0209\na555                    0.0308        0.0605         0.013\na556                    0.0122        0.0198        0.0076\na557                    0.0029        0.0041        0.0021\na558                    0.0002        0.0004        0.0001\na559                         0             0        0.0001\na560                         0             0             0\na561                         0             0             0\na562                    0.0016        0.0031        0.0007\na563                    0.0109        0.0225        0.0039\na564                    0.0373        0.0827        0.0101\na565                    0.0897        0.1931        0.0276\na566                    0.1607        0.3301        0.0589\na567                    0.2264        0.4464        0.0942\na568                    0.2789        0.5158        0.1366\na569                    0.3242        0.5402        0.1944\na570                    0.3601        0.5192        0.2646\na571                    0.3883        0.4845        0.3305\na572                    0.4291        0.4612        0.4099\na573                    0.4753        0.4652        0.4813\na574                    0.4998        0.4997        0.4999\na575                    0.4947         0.563        0.4536\na576                     0.459        0.6266        0.3582\na577                    0.3986        0.6566        0.2436\na578                    0.3192        0.6101        0.1444\na579                    0.2325        0.4865          0.08\na580                    0.1531        0.3282         0.048\na581                    0.0896        0.1886        0.0302\na582                    0.0465        0.0926        0.0188\na583                    0.0216        0.0394        0.0109\na584                    0.0083        0.0127        0.0057\na585                    0.0018        0.0024        0.0014\na586                    0.0002        0.0006             0\na587                         0             0             0\na588                         0             0             0\na589                    0.0001        0.0002             0\na590                    0.0014        0.0025        0.0008\na591                    0.0083        0.0166        0.0032\na592                    0.0285        0.0607        0.0092\na593                    0.0734         0.154         0.025\na594                    0.1426        0.2827        0.0584\na595                    0.2179        0.4163        0.0988\na596                     0.287        0.5146        0.1503\na597                    0.3524         0.579        0.2163\na598                     0.407        0.5978        0.2924\na599                    0.4534        0.5959        0.3678\na600                    0.4956        0.5955        0.4357\na601                    0.5235        0.6007        0.4771\na602                    0.5192        0.6152        0.4615\na603                    0.4815        0.6244        0.3956\na604                    0.4171        0.6134        0.2992\na605                    0.3337         0.561        0.1972\na606                    0.2471        0.4583        0.1202\na607                    0.1689        0.3308        0.0717\na608                    0.1045        0.2062        0.0434\na609                     0.059        0.1114        0.0276\na610                    0.0302        0.0548        0.0155\na611                    0.0127        0.0218        0.0073\na612                     0.005        0.0079        0.0033\na613                    0.0012        0.0016         0.001\na614                    0.0002        0.0004        0.0001\na615                         0             0             0\na616                         0             0             0\na617                         0             0             0\na618                    0.0007        0.0014        0.0004\na619                    0.0045        0.0086        0.0019\na620                    0.0155         0.031        0.0061\na621                    0.0432        0.0862        0.0174\na622                    0.0965         0.183        0.0445\na623                    0.1687         0.304        0.0873\na624                    0.2491        0.4154        0.1492\na625                    0.3276        0.5053         0.221\na626                    0.4031        0.5619        0.3077\na627                    0.4559        0.5831        0.3794\na628                    0.4867        0.5887        0.4255\na629                    0.4908        0.5849        0.4342\na630                    0.4617        0.5678         0.398\na631                    0.4039        0.5295        0.3285\na632                    0.3234        0.4631        0.2395\na633                    0.2395        0.3765        0.1573\na634                    0.1655        0.2776        0.0982\na635                    0.1042        0.1803        0.0585\na636                     0.062        0.1067        0.0351\na637                    0.0346        0.0576        0.0209\na638                    0.0175        0.0291        0.0106\na639                    0.0071        0.0118        0.0043\na640                    0.0026        0.0042        0.0017\na641                    0.0007        0.0009        0.0006\na642                    0.0001        0.0001             0\na643                         0             0             0\na644                         0             0             0\na645                         0             0             0\na646                    0.0001        0.0003             0\na647                    0.0013        0.0021        0.0008\na648                    0.0061        0.0102        0.0036\na649                    0.0179         0.031        0.0101\na650                    0.0457        0.0737         0.029\na651                    0.0925        0.1397        0.0642\na652                    0.1612        0.2246        0.1232\na653                    0.2389        0.3074        0.1978\na654                    0.3155        0.3754        0.2795\na655                    0.3704        0.4186        0.3414\na656                     0.392        0.4342        0.3666\na657                    0.3805        0.4197        0.3569\na658                    0.3422        0.3792        0.3199\na659                    0.2792         0.318        0.2559\na660                    0.2078        0.2501        0.1824\na661                    0.1426        0.1834        0.1181\na662                    0.0912         0.123         0.072\na663                    0.0562        0.0792        0.0423\na664                    0.0328        0.0477        0.0239\na665                     0.018        0.0264        0.0129\na666                    0.0087        0.0135        0.0058\na667                    0.0035        0.0053        0.0024\na668                    0.0006        0.0009        0.0005\na669                    0.0001             0        0.0001\na670                         0        0.0001             0\na671                         0             0             0\na672                         0             0             0\na673                         0             0             0\na674                         0             0             0\na675                    0.0005        0.0003        0.0006\na676                    0.0022        0.0026         0.002\na677                     0.006        0.0062        0.0058\na678                    0.0153        0.0133        0.0164\na679                    0.0333        0.0272        0.0369\na680                    0.0634        0.0489        0.0721\na681                    0.1067        0.0783        0.1238\na682                    0.1545        0.1059        0.1837\na683                    0.1866        0.1289        0.2212\na684                    0.1981        0.1423        0.2316\na685                    0.1931        0.1456        0.2217\na686                    0.1709        0.1293        0.1959\na687                    0.1343        0.1058        0.1514\na688                    0.0988        0.0801          0.11\na689                    0.0673        0.0567        0.0737\na690                    0.0439        0.0381        0.0473\na691                    0.0276        0.0295        0.0265\na692                    0.0175        0.0218        0.0149\na693                    0.0094         0.013        0.0072\na694                    0.0043        0.0064         0.003\na695                    0.0016        0.0024        0.0012\na696                    0.0003        0.0005        0.0002\na697                         0             0             0\na698                         0             0             0\na699                         0             0             0\na700                         0             0             0\na701                         0             0             0\na702                         0             0             0\na703                         0             0             0\na704                    0.0004             0        0.0007\na705                    0.0021        0.0004        0.0031\na706                    0.0055         0.001        0.0082\na707                    0.0121        0.0015        0.0185\na708                    0.0249        0.0025        0.0383\na709                    0.0418         0.004        0.0645\na710                    0.0594        0.0064        0.0913\na711                    0.0671        0.0082        0.1025\na712                    0.0693        0.0107        0.1045\na713                    0.0682        0.0145        0.1004\na714                      0.06        0.0159        0.0864\na715                    0.0476        0.0153        0.0671\na716                    0.0382         0.014        0.0527\na717                    0.0285        0.0121        0.0383\na718                    0.0198        0.0097        0.0259\na719                    0.0128        0.0099        0.0146\na720                    0.0079        0.0088        0.0074\na721                    0.0043        0.0052        0.0037\na722                    0.0018        0.0022        0.0015\na723                    0.0006        0.0009        0.0005\na724                    0.0001        0.0003             0\na725                         0             0             0\na726                         0             0             0\na727                         0             0             0\na728                         0             0             0\na729                         0             0             0\na730                         0             0             0\na731                         0             0             0\na732                    0.0001             0        0.0002\na733                    0.0006        0.0002        0.0008\na734                    0.0023        0.0002        0.0036\na735                    0.0052        0.0001        0.0082\na736                    0.0105        0.0002        0.0167\na737                    0.0158        0.0002        0.0252\na738                    0.0211        0.0005        0.0334\na739                    0.0234        0.0008        0.0371\na740                    0.0234        0.0011        0.0368\na741                    0.0228        0.0024        0.0351\na742                    0.0213        0.0034         0.032\na743                    0.0156        0.0034         0.023\na744                    0.0122        0.0025        0.0181\na745                    0.0094        0.0026        0.0136\na746                    0.0071        0.0032        0.0094\na747                    0.0044        0.0026        0.0055\na748                    0.0025        0.0019        0.0029\na749                    0.0013        0.0009        0.0016\na750                    0.0005        0.0003        0.0006\na751                    0.0001             0        0.0002\na752                         0             0             0\na753                         0             0             0\na754                         0             0             0\na755                         0             0             0\na756                         0             0             0\na757                         0             0             0\na758                         0             0             0\na759                         0             0             0\na760                         0             0             0\na761                    0.0001             0        0.0001\na762                    0.0001             0        0.0002\na763                    0.0004        0.0001        0.0005\na764                    0.0006        0.0002        0.0008\na765                    0.0006        0.0002        0.0008\na766                    0.0011        0.0001        0.0016\na767                    0.0017             0        0.0028\na768                    0.0023             0        0.0037\na769                    0.0023        0.0001        0.0036\na770                    0.0025        0.0001         0.004\na771                     0.002             0        0.0032\na772                    0.0014        0.0001        0.0022\na773                    0.0009        0.0004        0.0012\na774                    0.0007        0.0006        0.0008\na775                    0.0004        0.0004        0.0004\na776                    0.0003        0.0001        0.0004\na777                    0.0002             0        0.0003\na778                    0.0001             0        0.0002\na779                         0             0             0\na780                         0             0             0\na781                         0             0             0\na782                         0             0             0\na783                         0             0             0\nclass            1.0000000e+00 0.0000000e+00 1.0000000e+00\n\n\n"

Install & Use

Use

curl -X POST -d '{
"trainUrl":"data://weka/WekaSampleCollection/train.arff",
"modelUrl":"data://.algo/temp/model.txt",
"mode":"train"
}' -H 'Content-Type: application/json' -H 'Authorization: Simple YOUR_API_KEY' https://api.algorithmia.com/v1/algo/weka/SimpleKMeansClusterer/0.1.2
  
Curl Docs →