Modify alpha and omega definitions

nearest.js

@@ -122,8 +122,8 @@ const state = {
 };
 
 // Metrics
-const getBestKMean = (stats, q) => argMin(stats.kMeans.map((z, i) => vectorDist(z.vector, q.vector) / stats.kWeights[i]));
-const getWorstKMean = (stats, q) => argMax(stats.kMeans.map((z, i) => vectorDist(z.vector, q.vector) / stats.kWeights[i]));
+const getBestKMean = (stats, q) => argMin(stats.kMeans.map(z => vectorDist(z.vector, q.vector)));
+const getWorstKMean = (stats, q) => argMax(stats.kMeans.map(z => vectorDist(z.vector, q.vector)));
 
 const getScale = weight => state.includeScale ? (1 / weight) : 1;
 
@@ -228,8 +228,8 @@ const mathDefinitions = {
       \pi_i &= \frac{\left|P_i\right|}{\left|P\right|} \\
       M\left(P\right) &= ${mathArgBest("max", "P_i")} \left( \left|P_i\right| \right) \\
       m\left(P\right) &= ${mathArgBest("min", "P_i")} \left( \left|P_i\right| \right) \\
-      \alpha\left(P\right) &= ${mathArgBest("min", "P_i")} \left[ \frac{1}{\pi_i} \left|\left| \vec{q} - \vec{\mu}\left(P_i\right) \right|\right| \right] \\
-      \omega\left(P\right) &= ${mathArgBest("max", "P_i")} \left[ \frac{1}{\pi_i} \left|\left| \vec{q} - \vec{\mu}\left(P_i\right) \right|\right| \right]
+      \alpha\left(P\right) &= ${mathArgBest("min", "P_i")} \left( \left|\left| \vec{q} - \vec{\mu}\left(P_i\right) \right|\right| \right) \\
+      \omega\left(P\right) &= ${mathArgBest("max", "P_i")} \left( \left|\left| \vec{q} - \vec{\mu}\left(P_i\right) \right|\right| \right)
     \end{aligned}
   `,
 };