1 files changed, 0 insertions, 115 deletions
diff --git a/km-find.c b/km-find.c
deleted file mode 100644
index 657c645..0000000
--- a/km-find.c
+++ /dev/null
@@ -1,115 +0,0 @@
-#include <stdbool.h> // bool
-#include <math.h> // fabsf()
-#include "util.h"
-#include "km.h"
-
-#define MIN_CLUSTER_DISTANCE 0.0001
-
-static float
-get_mean_cluster_size(
-  const km_set_t * const set
-) {
-  float sum = 0;
-  size_t num_filled = 0;
-
-  for (size_t i = 0; i < set->num_rows; i++) {
-    if (set->ints[i] > 0) {
-      sum += set->ints[i];
-      num_filled++;
-    }
-  }
-
-  return (num_filled > 0) ? (sum / num_filled) : 0;
-}
-
-static void
-find_solve_on_stats(
-  const km_set_t * const set,
-  const km_solve_stats_t * const stats,
-  void * const cb_data
-) {
-  km_find_data_t * const find_data = cb_data;
-  UNUSED(set);
-
-  // save total sum and silouette
-  find_data->distance_sum = stats->sum;
-  find_data->silouette = stats->silouette;
-}
-
-static const km_solve_cbs_t
-FIND_SOLVE_CBS = {
-  .on_stats = find_solve_on_stats,
-};
-
-bool
-km_find(
-  const km_set_t * const set,
-  const km_find_cbs_t * const cbs,
-  void * const cb_data
-) {
-  // check init callback
-  if (!cbs->on_init) {
-    return false;
-  }
-
-  // check fini callback
-  if (!cbs->on_fini) {
-    return false;
-  }
-
-  // check data callback
-  if (!cbs->on_data) {
-    return false;
-  }
-
-  float best_silouette = -2.0;
-  for (size_t i = 2; i < cbs->max_clusters; i++) {
-    for (size_t j = 0; j < cbs->num_tests; j++) {
-      // init cluster set
-      km_set_t cs;
-      if (!cbs->on_init(&cs, i, set, cb_data)) {
-        // return failure
-        return false;
-      }
-
-      // init find data
-      km_find_data_t find_data = {
-        .cluster_set        = &cs,
-        .num_clusters       = i,
-      };
-
-      // solve test
-      // (populates sum and silouette)
-      if (!km_solve(&cs, set, &FIND_SOLVE_CBS, &find_data)) {
-        // return failure
-        return false;
-      }
-
-      // populate mean cluster size
-      find_data.mean_cluster_size = get_mean_cluster_size(&cs);
-
-      // emit result
-      cbs->on_data(&find_data, cb_data);
-
-      if (find_data.silouette > best_silouette) {
-        // emit new best result
-        if (cbs->on_best && !cbs->on_best(find_data.silouette, &cs, cb_data)) {
-          // return failure
-          return false;
-        }
-
-        // update best silouette
-        best_silouette = find_data.silouette;
-      }
-
-      // finalize cluster set
-      if (!cbs->on_fini(&cs, cb_data)) {
-        // return failure
-        return false;
-      }
-    }
-  }
-
-  // return success
-  return true;
-}