diff --git a/tools/backtest.sh b/tools/backtest.sh
index f49eedad..8feff7e0 100755
--- a/tools/backtest.sh
+++ b/tools/backtest.sh
@@ -47,7 +47,7 @@ echo "docker-compose run --rm freqtrade backtesting \
 
 docker-compose run --rm freqtrade backtesting \
   --logfile /freqtrade/user_data/logs/freqtrade.log \
-  --freqaimodel LightGBMRegressor \
+  --freqaimodel LightGBMRegressorMultiTarget \
   --config /freqtrade/config_examples/$CONFIG_FILE \
   --strategy-path /freqtrade/templates \
   --strategy $STRATEGY_NAME \
diff --git a/tools/hyperopt.sh b/tools/hyperopt.sh
index ca08c08b..39a1679c 100755
--- a/tools/hyperopt.sh
+++ b/tools/hyperopt.sh
@@ -45,7 +45,7 @@ echo "docker-compose run --rm freqtrade hyperopt \
   --fee 0.0016"
 docker-compose run --rm freqtrade hyperopt \
   --logfile /freqtrade/user_data/logs/freqtrade.log \
-  --freqaimodel LightGBMRegressor \
+  --freqaimodel LightGBMRegressorMultiTarget \
   --strategy $STRATEGY_NAME \
   --config /freqtrade/config_examples/$CONFIG_FILE \
   --strategy-path /freqtrade/templates \