Hello, first steps with ML, appreciate guidance on which ML method to use to get started.
We have a set of metrics marked as Good\Bad and we want to identify a probable root cause based on the various dimensions.
See below CSV example, there are 2 entries with bad values for metric "health"
There are multiple dimensions OS, Server, Storage
in this case the root cause is OS = Win7, which is easy to point out
What ML method can be used to provide the correct result?
Thanks!
Name,metric_name,result,OS,Server,Storage
PC-1,health,good,Win10,Server1,S1
PC-2,health,good,Win10,Server2,S1
PC-3,health,good,Win10,Server3,S1
PC-4,health,good,Win10,Server1,S1
PC-5,health,good,Win10,Server2,S1
PC-6,health,good,Win10,Server3,S2
PC-7,health,good,Win10,Server1,S2
PC-8,health,good,Win10,Server2,S2
PC-9,health,bad,Win7,Server3,S2
PC-10,health,bad,Win7,Server1,S2
... View more