Table 6.

Baseline system with psycholinguistic features, lift/loss over baseline given in parentheses.

Label	Precision	Recall	F1
NO EMOTION	0.6258 (−0.0061)	0.7313 (+0.0849)	0.6744 (+0.0354)
Abuse	0 (0)	0 (0)	0 (0)
Anger	0.16 (+0.1223)	0.0377 (+0.0197)	0.0611 (+0.0367)
Blame	0.2418 (+0.1011)	0.1257 (+0.0211)	0.1654 (+0.0454)
Fear	0.3333 (+0.3333)	0.1111 (+0.1111)	0.1667 (0)
Forgiveness	0 (0)	0 (0)	0 (0)
Guilt	0.4772 (+0.0432)	0.4237 (+0.026)	0.4488 (+0.0338)
Happiness/peacefulness	0 (0)	0 (0)	0 (0)
Hopefulness	0.2143 (+0.1751)	0.0882 (+0.0579)	0.125 (+0.0908)
Hopelessness	0.529 (+0.0558)	0.529 (+0.0103)	0.529 (+0.0341)
Information	0.5029 (+0.0617)	0.3772 (+0.0215)	0.4311 (+0.0372)
Instructions	0.6707 (+0.0361)	0.6794 (−0.0061)	0.675 (+0.016)
Love	0.6977 (+0.0351)	0.6613 (+0.0351)	0.679 (+0.0351)
Pride	0 (0)	0 (0)	0 (0)
Sorrow	0 (0)	0 (0)	0 (0)
Thankfulness	0.6588 (+0.2063)	0.3709 (−0.0215)	0.4746 (+0.0542)

Notes: F1 = 0.4140; PRECISION = 0.4060; RECALL = 0.4223; N = 2623.