A 100VA transformer will output 100/12 = 8.33 A of current (AC)
At DC current, it will output approximately 0.62 x 8.33A = 5.2A of current.
In a bridge rectifier, there are always two diodes conducting electricity at any time. So if you want to be super safe, you'd want each diode to be capable of carrying 2.25A of current continuously. In real world, since we're dealing with low frequency (50Hz or 60 Hz), that means about half the time there's no current flow in 2 of the 4 diodes so there is some time for the diodes to cool down a bit before current flows again through them.
So if you're really cheap, in theory you can use 4 diodes rated for a bit lower current than the maximum current you're going to have.
In practice however, you also have to be aware of how much each diode will heat up (which varies with the current and percentage of time the diode will be on) and potentially derate the diode with the temperature.
For example, let's look at a datasheet for 1n4007 :
https://www.diodes.com/assets/Datasheets/ds28002.pdfYou can see there:
Average Rectified Output Current (Note 1) @ TA =+75c : 1 A
That means if you make a rectifier out of 4 diodes like these, at any point you have a guaranteed 2A continuous current but since they're not continuously on, but rather about half the time, they could probably handle a bit more.. though i wouldn't think of as much as 2.25A per diode
Forward Voltage @ IF = 1.0A : 1v
This tells you that at 1A of current flowing through the diode, there will be 1v drop on the diode, which means the diode will produce 1V x 1A = 1 watt of heat. This 1 w of heat will have to go somewhere, it will go in the air around the diode raising the ambient temperature and it will also go through the leads of the diode warming out the copper traces on the circuit board. If you leave the leads a bit long, they may act as a very tiny heatsink helping with the diode temperature.
Typical Thermal Resistance Junction to Ambient RJA : 100 K/W
This tells you that 1w of dissipated power in the diode will increase its temperature by 100 degrees Kelvin over the ambient temperature. .. so if the ambient temperature is 25c and the diode has 1A of current continuously, the diode will eventually get hot, up to around 125c (which is still below the maximum 150c allowed temperature)
See figure 1 on second page ... you can see that as the ambient temperature raises, the diode must be derated to lower currents otherwise the diode temperature will go above 150c and be broken.
It's important to understand this because as they function, they'll heat the air around so the ambient temperature will increase. In some circuits like power supplies, designers sometimes get away with it because there's some active fan blowing air over the diodes moving the air around.
Anyway... point is it's often smart to use bigger diodes or bigger bridge rectifiers than needed, because the forward voltage of each diode will be lower so the bridge rectifier will produce less heat. Also, ready made bridge rectifiers (like GBU packages) can easily be helped to stay cool with a heatsink
In your application, I would go with a 6-10A bridge rectifier like these ones :
http://uk.farnell.com/webapp/wcs/stores/servlet/Search?catalogId=15001&langId=44&storeId=10151&categoryId=700000004655&showResults=true&pf=110130892,110130899,110152425,110162956,110162957,110162958,110195763You'll probably have to derate them by about 20% if you don't use a heatsink, so even a 6A bridge rectifier will work with 5A continuously.