SimpleKMeansClusterer
Royalty Free API Calls - 51Permissions
The Algorithm Platform License is the set of terms that are stated in the Software License section of the Algorithmia Application Developer and API License Agreement. It is intended to allow users to reserve as many rights as possible without limiting Algorithmia's ability to run it as a service.
Learn More
This is necessary for algorithms that rely on external services, however it also implies that this algorithm is able to send your input data outside of the Algorithmia platform.
Run an Example
Input
Output
"\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 and Use
Install
Install the Algorithmia CLI client by running:
curl -sSLf https://algorithmia.com/install.sh | shThen authenticate by running:
algo auth
# Enter API Key: YOUR_API_KEYUse
algo run weka/SimpleKMeansClusterer/0.1.2 -d '{
"trainUrl":"data://weka/WekaSampleCollection/train.arff",
"modelUrl":"data://.algo/temp/model.txt",
"mode":"train"
}'