Pausanias Analysis - Sentence Skeptic Predictors

The following metrics are from the logistic regression classifier's performance on the test set:

Class	Precision	Recall	F1-Score	Support
Non-skeptical	0.932	0.849	0.888	674
Skeptical	0.463	0.677	0.550	130
Overall Accuracy	0.821			804

Sentence Predictors of Skeptical Content

Word/Phrase	English	Coefficient	Skeptical Count	Non-skeptical Count	p-value	q-value
λέγουσιν	they say	6.2550	98	60	2.11e-41	2.11e-38
λέγεται	it is said	5.7682	54	16	1.34e-30	4.48e-28
φασιν	they say	5.0364	58	26	2.3e-28	5.75e-26
φασὶν	they say	4.2801	37	14	1.1e-19	1.83e-17
λέγουσι	they say	4.0817	48	31	5.82e-20	1.16e-17
εἶναι	to be	3.8688	126	162	8.38e-32	4.19e-29
εἴτε	whether	3.4146	13	1	4.6e-10	5.75e-08
ποιῆσαι	to make; to do	2.9655	16	7	8.2e-09	7.46e-07
φασι	they say	2.8705	20	9	1.43e-10	2.05e-08
φασὶ	they say	2.8535	17	10	3.12e-08	2.23e-06
ἐγὼ	I	2.5608	13	12	2.94e-05	0.000979
εἰ	if	2.4294	26	41	5.38e-06	0.000234
δοκεῖν	to seem; to think	2.1767	19	18	5.43e-07	3.19e-05
οἶδα	I know	2.1685	19	20	1.61e-06	8.48e-05
ἐμοὶ	to me	2.1033	19	19	9.48e-07	5.27e-05
οὐ	not	2.0567	66	229	0.00264	0.0508
γενέσθαι	to become	2.0136	46	76	3.2e-09	3.55e-07
οὐδὲν	nothing	1.9581	16	37	0.00907	0.128
ὡσ	as; like; how; that; when	1.9329	97	261	1.57e-08	1.21e-06
αὐτήν	her	1.8528	8	10	0.00424	0.0706
ὀστᾶ	bones	1.8095	7	6	0.00165	0.0352
ὑπὸ	under; beneath; by (of agent)	1.7854	86	232	1.35e-07	8.45e-06
ταύτην	this one	1.7476	27	45	7.74e-06	0.000298
ἔχει	he/she/it has	1.6761	17	65	0.247	0.673
ἄνδρα	man	1.6576	17	22	3.97e-05	0.00128
ἐμοὶ δοκεῖν	in my opinion	1.6255	16	16	7e-06	0.00028
ὅτωι	to whomever	1.6017	7	12	0.0268	0.231
λέγοντεσ	speaking	1.5746	7	8	0.00521	0.0778
νομίζουσι	they think	1.5571	8	9	0.00262	0.0508
τὸν	the	1.5364	163	535	1.56e-08	1.21e-06

Word/Phrase	English	Coefficient	Skeptical Count	Non-skeptical Count	p-value	q-value
τούτοισ	to these	-1.4423	2	39	0.0527	0.354
σφισιν	to them	-1.4071	9	104	0.0107	0.138
μὲν	on the one hand	-1.2927	137	771	0.427	0.854
θάλασσαν	sea	-1.1834	3	43	0.102	0.451
ἦν	was	-1.1784	21	156	0.117	0.484
θέασ	of a view	-1.1677	1	42	0.0102	0.136
αὐτῆι	to her	-1.1591	3	34	0.259	0.676
πλησίον	near; nearby; close (to); neighbor (as a noun)	-1.1075	7	67	0.101	0.451
καὶ	and	-1.0812	383	2153	0.0612	0.39
ἀθηναῖοι	Athenians	-1.0267	5	49	0.149	0.543
ἐστίν	is (he/she/it is)	-1.0233	0	33	0.00655	0.0949
διʼ	through; by means of; because of; on account of	-1.0174	3	47	0.0521	0.354
ὁδὸν	road	-1.0104	2	32	0.154	0.55
ἐσ τὸ	into the	-0.9966	11	99	0.0678	0.406
μακεδόνων	of the Macedonians	-0.9929	1	35	0.0353	0.279
αὐτίκα	immediately; at once	-0.9770	2	32	0.154	0.55
χώραν	land	-0.9687	4	35	0.507	0.887
ἔτι	still; yet	-0.9420	20	166	0.0381	0.28
καὶ τὰ	and the	-0.9293	4	56	0.0496	0.347
ἕλληνεσ	Greeks	-0.9292	4	23	1	1
λακεδαιμονίοισ	to the Lacedaemonians	-0.9106	0	21	0.0376	0.279
ἐποίησε	he/she/it did	-0.8819	2	31	0.152	0.549
ἔσχεν	he/she/it had	-0.8797	0	22	0.0377	0.279
χρόνωι	in time	-0.8501	1	19	0.233	0.666
τὴν ἀρχήν	the beginning	-0.8345	0	15	0.15	0.543
πύρρου	of Pyrrhus	-0.8186	0	16	0.0925	0.435
ὁδὸσ	road; way	-0.8154	0	21	0.0376	0.279
ἄξιον	worthy	-0.8126	0	24	0.0239	0.215
ἱερὸν	temple; sanctuary	-0.8125	14	116	0.086	0.435
ἀθηναίοισ	to/for the Athenians	-0.8079	9	80	0.108	0.463