Training Illustrations  Most Confident True Positive for Each Category  Most Confident False Positive for Each Category  






Predicted: Person A is arguing with Person B. 
Predicted: Person A is arguing with Person B. True: Person A is kicking Person B. 





Predicted: Person A is carrying Person B. 
Predicted: Person A is carrying Person B. True: Person A is hugging Person B. 





Predicted: Person A is catching Person B. 
Predicted: Person A is catching Person B. True: Person A is jumping to Person B. 





Predicted: Person A is crawling after Person B. 
Predicted: Person A is crawling after Person B. True: Person A is walking past Person B. 





Predicted: No prediction. 
Predicted: Person A is crawling away from Person B. True: Person A is jumping past Person B. 





Predicted: Person A is crawling past Person B. 
Predicted: Person A is crawling past Person B. True: Person A is crawling away from Person B. 





Predicted: Person A is crawling to Person B. 
Predicted: Person A is crawling to Person B. True: Person A is tripping Person B. 





Predicted: Person A is crawling with Person B. 
Predicted: Person A is crawling with Person B. True: Person A is lying behind Person B. 





Predicted: Person A is crouching behind Person B. 
Predicted: Person A is crouching behind Person B. True: Person A is wrestling with Person B. 





Predicted: Person A is crouching in front of Person B. 
Predicted: Person A is crouching in front of Person B. True: Person A is standing behind Person B. 





Predicted: Person A is crouching next to Person B. 
Predicted: Person A is crouching next to Person B. True: Person A is standing behind Person B. 





Predicted: Person A is crouching with Person B. 
Predicted: Person A is crouching with Person B. True: Person A is lying next to Person B. 





Predicted: Person A is dancing with Person B. 
Predicted: Person A is dancing with Person B. True: Person A is carrying Person B. 





Predicted: Person A is elbowing Person B. 
Predicted: Person A is elbowing Person B. True: Person A is tripping Person B. 





Predicted: Person A is hitting Person B. 
Predicted: Person A is hitting Person B. True: Person A is dancing with Person B. 





Predicted: Person A is holding hands with Person B. 
Predicted: Person A is holding hands with Person B. True: Person A is dancing with Person B. 





Predicted: Person A is hugging Person B. 
Predicted: Person A is hugging Person B. True: Person A is dancing with Person B. 





Predicted: Person A is jumping after Person B. 
Predicted: Person A is jumping after Person B. True: Person A is jumping to Person B. 





Predicted: Person A is jumping away from Person B. 
Predicted: Person A is jumping away from Person B. True: Person A is walking away from Person B. 





Predicted: Person A is jumping over Person B. 
Predicted: Person A is jumping over Person B. True: Person A is jumping past Person B. 





Predicted: No prediction. 
Predicted: Person A is jumping past Person B. True: Person A is crouching with Person B. 





Predicted: Person A is jumping to Person B. 
Predicted: Person A is jumping to Person B. True: Person A is reaching for Person B. 





Predicted: Person A is jumping with Person B. 
Predicted: Person A is jumping with Person B. True: Person A is jumping after Person B. 





Predicted: Person A is kicking Person B. 
Predicted: Person A is kicking Person B. True: Person A is lying behind Person B. 





Predicted: Person A is laughing at Person B. 
Predicted: Person A is laughing at Person B. True: Person A is waving at Person B. 





Predicted: Person A is laughing with Person B. 
Predicted: Person A is laughing with Person B. True: Person A is laughing at Person B. 





Predicted: Person A is looking at Person B. 
Predicted: Person A is looking at Person B. True: Person A is shaking hands with Person B. 





Predicted: Person A is looking away from Person B. 
Predicted: Person A is looking away from Person B. True: Person A is catching Person B. 





Predicted: Person A is lying behind Person B. 
Predicted: Person A is lying behind Person B. True: Person A is lying in front of Person B. 





Predicted: Person A is lying in front of Person B. 
Predicted: Person A is lying in front of Person B. True: Person A is crouching with Person B. 





Predicted: Person A is lying next to Person B. 
Predicted: Person A is lying next to Person B. True: Person A is lying in front of Person B. 





Predicted: Person A is lying with Person B. 
Predicted: Person A is lying with Person B. True: Person A is lying in front of Person B. 





Predicted: Person A is pointing at Person B. 
Predicted: Person A is pointing at Person B. True: Person A is reaching for Person B. 





Predicted: Person A is pointing away from Person B. 
Predicted: Person A is pointing away from Person B. True: Person A is jumping away from Person B. 





Predicted: Person A is pulling Person B. 
Predicted: Person A is pulling Person B. True: Person A is standing behind Person B. 





Predicted: Person A is pushing Person B. 
Predicted: Person A is pushing Person B. True: Person A is hugging Person B. 





Predicted: No prediction. 
Predicted: Person A is reaching for Person B. True: Person A is pulling Person B. 





Predicted: Person A is running after Person B. 
Predicted: Person A is running after Person B. True: Person A is running to Person B. 





Predicted: Person A is running away from Person B. 
Predicted: Person A is running away from Person B. True: Person A is running past Person B. 





Predicted: Person A is running past Person B. 
Predicted: Person A is running past Person B. True: Person A is running with Person B. 





Predicted: Person A is running to Person B. 
Predicted: Person A is running to Person B. True: Person A is running away from Person B. 





Predicted: Person A is running with Person B. 
Predicted: Person A is running with Person B. True: Person A is sitting next to Person B. 





Predicted: Person A is shaking hands with Person B. 
Predicted: Person A is shaking hands with Person B. True: Person A is crouching in front of Person B. 





Predicted: Person A is sitting behind Person B. 
Predicted: Person A is sitting behind Person B. True: Person A is crouching with Person B. 





Predicted: Person A is sitting in front of Person B. 
Predicted: Person A is sitting in front of Person B. True: Person A is sitting behind Person B. 





Predicted: Person A is sitting next to Person B. 
Predicted: Person A is sitting next to Person B. True: Person A is sitting behind Person B. 





Predicted: Person A is sitting with Person B. 
Predicted: Person A is sitting with Person B. True: Person A is holding hands with Person B. 





Predicted: Person A is standing behind Person B. 
Predicted: Person A is standing behind Person B. True: Person A is walking after Person B. 





Predicted: No prediction. 
Predicted: Person A is standing in front of Person B. True: Person A is dancing with Person B. 





Predicted: Person A is standing next to Person B. 
Predicted: Person A is standing next to Person B. True: Person A is standing with Person B. 





Predicted: Person A is standing with Person B. 
Predicted: Person A is standing with Person B. True: Person A is standing in front of Person B. 





Predicted: Person A is talking with Person B. 
Predicted: Person A is talking with Person B. True: Person A is arguing with Person B. 





Predicted: Person A is tripping Person B. 
Predicted: Person A is tripping Person B. True: Person A is crawling with Person B. 





Predicted: Person A is walking after Person B. 
Predicted: Person A is walking after Person B. True: Person A is running with Person B. 





Predicted: Person A is walking away from Person B. 
Predicted: Person A is walking away from Person B. True: Person A is looking away from Person B. 





Predicted: No prediction. 
Predicted: Person A is walking past Person B. True: Person A is walking after Person B. 





Predicted: Person A is walking to Person B. 
Predicted: Person A is walking to Person B. True: Person A is running with Person B. 





Predicted: Person A is walking with Person B. 
Predicted: Person A is walking with Person B. True: Person A is standing with Person B. 





Predicted: Person A is waving at Person B. 
Predicted: Person A is waving at Person B. True: Person A is jumping with Person B. 





Predicted: Person A is wrestling with Person B. 
Predicted: Person A is wrestling with Person B. True: Person A is sitting next to Person B. 