Senior Bharatiya Janata Party (BJP) leader Subramanian Swamy on Thursday eulogised Bahujan Samajwadi Party (BSP) supremo Mayawati for her decision not to have an alliance with the Congress in the upcoming assembly elections in Madhya Pradesh and Rajasthan.