supervised.md

@@ -2,12 +2,12 @@
 
 We have developed a supervised machine learning tool called Target Mate (TM). Code for this tool can be found in the CC repository: `tool/targetmate/`.
 
-TM uses CC signatures as features, similar to the use of structural descriptors used in structure-activity relationship (SAR) studies.
+TM uses CC signatures as features, similar to the use of structural descriptors in structure-activity relationship (SAR) studies.
 
 #### Machine-learning problem
 
-* [x] Binary classification
-* [ ] Single-output regression
+* Binary classification
+* Single-output regression
 
 #### Algorithms