diff --git a/conf/machine/include/rpi-base.inc b/conf/machine/include/rpi-base.inc
index db0bbcc..7a38ab8 100644
--- a/conf/machine/include/rpi-base.inc
+++ b/conf/machine/include/rpi-base.inc
@@ -126,7 +126,7 @@ KERNEL_IMAGETYPE_DIRECT ??= "zImage"
 KERNEL_IMAGETYPE ?= "${@bb.utils.contains('RPI_USE_U_BOOT', '1', \
         '${KERNEL_IMAGETYPE_UBOOT}', '${KERNEL_IMAGETYPE_DIRECT}', d)}"
 
-MACHINE_FEATURES += "apm usbhost keyboard vfat ext2 screen touchscreen alsa bluetooth wifi sdio ${@bb.utils.contains('DISABLE_VC4GRAPHICS', '1', '', 'vc4graphics', d)}"
+MACHINE_FEATURES_DEFAULTS:append = " apm usbhost keyboard vfat ext2 screen touchscreen alsa bluetooth wifi sdio ${@bb.utils.contains('DISABLE_VC4GRAPHICS', '1', '', 'vc4graphics', d)}"
 
 # Raspberry Pi has no hardware clock
 MACHINE_FEATURES_OPTED_OUT:append = " rtc"