diff --git a/README.md b/README.md
index f58372b..5ba7da9 100644
--- a/README.md
+++ b/README.md
@@ -175,7 +175,6 @@ optional arguments:
   --platform PLATFORM                       Platform to run jobs: Windows, Darwin, Linux.   Default: the system of rendering templates.
   --n_runs N_RUNS                           Number of runs.                                 Default: 1.
   --no_wordclouds                           Disables the generation of wordclouds.
-  --balance_strategy BALANCE_STRATEGY       Balance strategy to use.                        Default: double.
   --instances_per_query INSTANCES_PER_QUERY Number of instances per query.                  Default: 1.
   --stop_if STOP_IF                         The number of label actions to simulate.        Default 'min' will stop simulating when all relevant records are found.
   --classifiers CLASSIFIERS                 Classifiers to use                              Default: ['logistic', 'nb', 'rf', 'svm']