Table 5.

Baseline with full set of lexical features, lift/loss over baseline given in parentheses.

Label	Precision	Recall	F1
NO EMOTION	0.6231 (−0.0088)	0.7511 (+0.1048)	0.6812 (+0.0421)
Abuse	0 (0)	0 (0)	0 (0)
Anger	0.125 (+0.0873)	0.018 (0)	0.0315 (+0.0071)
Blame	0.3596 (+0.2189)	0.1798 (+0.0751)	0.2397 (+0.1197)
Fear	0 (0)	0 (0)	0 (0)
Forgiveness	0 (0)	0 (0)	0 (0)
Guilt	0.5357 (+0.1018)	0.3715 (−0.0262)	0.4388 (+0.0237)
Happiness/peacefulness	0 (0)	0 (0)	0 (0)
Hopefulness	0.2857 (+0.2465)	0.0656 (+0.0353)	0.1067 (+0.0725)
Hopelessness	0.5401 (+0.067)	0.5197 (+0.0009)	0.5297 (+0.0348)
Information	0.485 (+0.0438)	0.3973 (+0.0416)	0.4368 (+0.0429)
Instructions	0.6583 (+0.0237)	0.7104 (+0.0249)	0.6834 (+0.0243)
Love	0.7386 (+0.0761)	0.6185 (−0.0077)	0.6732 (+0.0294)
Pride	0 (0)	0 (0)	0 (0)
Sorrow	0 (0)	0 (0)	0 (0)
Thankfulness	0.6744 (+0.2219)	0.3671 (−0.0253)	0.4754 (+0.0551)

Notes: F1 = 0.4217; PRECISION = 0.4341; RECALL = 0.4100; N = 2382.