Intent Cross-Validation Results (5 folds)

class	support	f1-score	confused_with
macro avg	2541	0.7999	N/A
weighted avg	2541	0.8392	N/A
faq	753	0.8172	inform(29), inquire-ask_clarification-offsets(17)
inform	619	0.9367	faq(24), estimate_emissions(6)
affirm	255	0.9002	inform(7), faq(6)
inquire-ask_clarification-offsets	124	0.7581	faq(22), why(2)
estimate_emissions	73	0.6405	faq(13), inquire-ask_clarification-offsets(6)
deny	69	0.8527	faq(7), farewell(1)
greet	63	0.8926	faq(7), express_positive-emo(2)
why	59	0.7748	faq(12), inquire-ask_clarification-offsets(2)
inform_notunderstanding	58	0.6154	faq(17), affirm(3)
farewell	57	0.7890	faq(10), affirm(2)
thank	54	0.9159	faq(2), farewell(1)
express_positive-emo	48	0.7551	faq(5), affirm(3)
express_uncertainty	43	0.7838	faq(9), affirm(1)
express_surprise	43	0.7561	faq(9), estimate_emissions(2)
inquire-ask_clarification	38	0.5333	faq(17), why(2)
buy_offsets	35	0.7879	faq(6), affirm(1)
how_calculated	29	0.8679	faq(4), inquire-ask_clarification-offsets(1)
deny_flying	28	0.7660	faq(7), inform(2)
express_negative-emo	25	0.6818	faq(4), inform_notunderstanding(3)
resolve_entity	20	1.0000	N/A
restart	18	1.0000	N/A
meta_inform_problem_bad-link	12	0.9231	N/A
SCENARIO	10	0.6250	thank(2), inform(1)
help	8	0.8235	faq(1)

Entity Cross-Validation Results (5 folds)

entity	support	f1-score	precision	recall
micro avg	1251	0.7778	0.9212	0.6731
macro avg	1251	0.6852	0.9167	0.5699
weighted avg	1251	0.7751	0.9224	0.6731
city	939	0.7968	0.9329	0.6954
iata	192	0.6818	0.9052	0.5469
travel_flight_class	87	0.8304	0.8452	0.8161
mention	23	0.5455	0.9000	0.3913
number	10	0.5714	1.0000	0.4000