Home Minister Rajnath Singh on Monday came out in support of Madhya Pradesh Chief Minister Shivraj Singh Chouhan, who is facing Opposition’s fire over Vyapam scam case , and said the state government wants a fair probe into the scam which has seen mysterious deaths of over 45 people.