From c0ca811aaed8e90ebf946a9c2269b1d15138d248 Mon Sep 17 00:00:00 2001
From: Maximilian Muecke <muecke.maximilian@gmail.com>
Date: Mon, 22 Apr 2024 18:05:16 +0200
Subject: [PATCH] fix: set dbscan and co to density instead or partitioning

---
 R/LearnerClustDBSCAN.R    | 2 +-
 R/LearnerClustDBSCANfpc.R | 2 +-
 R/LearnerClustHDBSCAN.R   | 2 +-
 R/LearnerClustOPTICS.R    | 2 +-
 R/zzz.R                   | 2 +-
 5 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/R/LearnerClustDBSCAN.R b/R/LearnerClustDBSCAN.R
index 4490d955..fe1a9cd1 100644
--- a/R/LearnerClustDBSCAN.R
+++ b/R/LearnerClustDBSCAN.R
@@ -42,7 +42,7 @@ LearnerClustDBSCAN = R6Class("LearnerClustDBSCAN",
         feature_types = c("logical", "integer", "numeric"),
         predict_types = "partition",
         param_set = param_set,
-        properties = c("partitional", "exclusive", "complete"),
+        properties = c("density", "exclusive", "complete"),
         packages = "dbscan",
         man = "mlr3cluster::mlr_learners_clust.dbscan",
         label = "Density-Based Clustering"
diff --git a/R/LearnerClustDBSCANfpc.R b/R/LearnerClustDBSCANfpc.R
index acc7da4f..c9f8f31e 100644
--- a/R/LearnerClustDBSCANfpc.R
+++ b/R/LearnerClustDBSCANfpc.R
@@ -53,7 +53,7 @@ LearnerClustDBSCANfpc = R6Class("LearnerClustDBSCANfpc",
         feature_types = c("logical", "integer", "numeric"),
         predict_types = "partition",
         param_set = param_set,
-        properties = c("partitional", "exclusive", "complete"),
+        properties = c("density", "exclusive", "complete"),
         man = "mlr3cluster::mlr_learners_clust.dbscan_fpc",
         label = "Density-Based Clustering with fpc"
       )
diff --git a/R/LearnerClustHDBSCAN.R b/R/LearnerClustHDBSCAN.R
index 1bc15566..3f179940 100644
--- a/R/LearnerClustHDBSCAN.R
+++ b/R/LearnerClustHDBSCAN.R
@@ -33,7 +33,7 @@ LearnerClustHDBSCAN = R6Class("LearnerClustHDBSCAN",
         feature_types = c("logical", "integer", "numeric"),
         predict_types = "partition",
         param_set = param_set,
-        properties = c("partitional", "exclusive", "complete"),
+        properties = c("density", "exclusive", "complete"),
         packages = "dbscan",
         man = "mlr3cluster::mlr_learners_clust.hdbscan",
         label = "HDBSCAN Clustering"
diff --git a/R/LearnerClustOPTICS.R b/R/LearnerClustOPTICS.R
index 1c4b1bbf..947b0cc2 100644
--- a/R/LearnerClustOPTICS.R
+++ b/R/LearnerClustOPTICS.R
@@ -41,7 +41,7 @@ LearnerClustOPTICS = R6Class("LearnerClustOPTICS",
         feature_types = c("logical", "integer", "numeric"),
         predict_types = "partition",
         param_set = param_set,
-        properties = c("partitional", "exclusive", "complete"),
+        properties = c("density", "exclusive", "complete"),
         packages = "dbscan",
         man = "mlr3cluster::mlr_learners_clust.optics",
         label = "OPTICS Clustering"
diff --git a/R/zzz.R b/R/zzz.R
index 8e898f4f..42c598e9 100644
--- a/R/zzz.R
+++ b/R/zzz.R
@@ -24,7 +24,7 @@ register_mlr3 = function() {
   x$task_col_roles$clust = x$task_col_roles$regr
   x$task_properties$clust = x$task_properties$regr
   x$learner_properties$clust = c(
-    "missings", "partitional", "hierarchical", "exclusive", "overlapping", "fuzzy", "complete", "partial"
+    "missings", "partitional", "hierarchical", "exclusive", "overlapping", "fuzzy", "complete", "partial", "density"
   )
 
   # measure