update readme

Dinu23 · Dinu23 · commit 0cb2bca626f0 · 2025-04-07T11:50:23.000+02:00
diff --git a/README.md b/README.md
@@ -45,7 +45,7 @@ dataset = [
 ]
 
 # Initialize the clustering interface
-clustering_problem = create_cluster_problem(dataset, k=2)
+clustering_problem, retransform = create_cluster_problem(dataset, k=2)
 
 # Define a simple random search algorithm
 class RandomSearch:
@@ -103,7 +103,7 @@ clustering_function = general_cluster_metric(custom_distance_function, custom_er
 clustering_problem = create_cluster_problem(
     dataset=dataset,
     k=2,
-    evaluation_function=clustering_function
+    error_metric=clustering_function
 )
 ```
 

Original file line number	Diff line number	Diff line change
`@@ -45,7 +45,7 @@ dataset = [`
`45`	`45`	`]`
`46`	`46`
`47`	`47`	`# Initialize the clustering interface`
`48`		`-clustering_problem = create_cluster_problem(dataset, k=2)`
	`48`	`+clustering_problem, retransform = create_cluster_problem(dataset, k=2)`
`49`	`49`
`50`	`50`	`# Define a simple random search algorithm`
`51`	`51`	`class RandomSearch:`
`@@ -103,7 +103,7 @@ clustering_function = general_cluster_metric(custom_distance_function, custom_er`
`103`	`103`	`clustering_problem = create_cluster_problem(`
`104`	`104`	`dataset=dataset,`
`105`	`105`	`k=2,`
`106`		`- evaluation_function=clustering_function`
	`106`	`+ error_metric=clustering_function`
`107`	`107`	`)`
`108`	`108`	```
`109`	`109`