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	0.935	0.839	0.885	671
Skeptical	0.452	0.695	0.548	128
Overall Accuracy	0.816			799

Sentence Predictors of Skeptical Content

Word/Phrase	English	Coefficient	Skeptical Count	Non-skeptical Count	p-value	q-value
λέγουσιν	they say	6.3029	97	60	1.05e-40	1.05e-37
λέγεται	it is said	5.8880	54	16	1.44e-30	4.81e-28
φασιν	they say	5.4753	58	26	2.48e-28	6.2e-26
φασὶν	they say	4.1343	36	14	5.57e-19	9.28e-17
λέγουσι	they say	3.9258	48	31	6.18e-20	1.24e-17
εἶναι	to be	3.8217	126	162	9.47e-32	4.73e-29
εἴτε	whether	3.3629	13	1	4.69e-10	6.7e-08
φασι	they say	3.3328	19	9	6.7e-10	8.38e-08
φασὶ	they say	3.0825	17	10	3.19e-08	2.46e-06
φασίν	they say	2.3834	8	2	1.35e-05	0.000465
ποιῆσαι	to make; to do	2.2870	16	7	8.39e-09	7.63e-07
ἐμοὶ	to me	2.1642	19	19	9.71e-07	5.39e-05
εἰ	if	2.1429	26	41	5.53e-06	0.000252
ἐγὼ	I	2.1408	13	12	2.99e-05	0.000934
δοκεῖν	to seem; to think	2.1278	19	18	5.56e-07	3.27e-05
οἶδα	I know	2.1257	19	20	1.65e-06	8.25e-05
διάφορα	various things	2.0331	6	7	0.0105	0.13
ἅιδου	of Hades	1.9983	6	3	0.000879	0.0197
ὡσ	as; like; how; that; when	1.9564	97	261	1.69e-08	1.41e-06
ὑπὸ	under; beneath; by (of agent)	1.9165	86	232	1.44e-07	9.02e-06
ὀστᾶ	bones	1.8575	7	6	0.00167	0.0334
οὐ	not	1.8505	66	227	0.00227	0.0429
ἄνδρα	man	1.8098	17	22	4.05e-05	0.00123
ταύτην	this one	1.7870	27	45	7.96e-06	0.000319
γενέσθαι	to become	1.7731	46	76	3.35e-09	3.73e-07
αὐτήν	her	1.7277	8	10	0.00428	0.0691
ἔχει	he/she/it has	1.6114	17	65	0.25	0.688
οὐδὲν	nothing	1.5390	16	37	0.00921	0.123
γε	at least	1.5324	22	53	0.00335	0.0568
ἐμοὶ δοκεῖν	in my opinion	1.5306	16	16	7.14e-06	0.000298

Word/Phrase	English	Coefficient	Skeptical Count	Non-skeptical Count	p-value	q-value
σφισιν	to them	-1.6886	9	102	0.013	0.144
τούτοισ	to these	-1.2814	2	38	0.0782	0.434
μὲν	on the one hand	-1.2522	136	769	0.383	0.839
ἐστίν	is (he/she/it is)	-1.1562	0	33	0.00656	0.0924
καὶ	and	-1.1494	381	2142	0.0541	0.371
πλησίον	near; nearby; close (to); neighbor (as a noun)	-1.1232	7	67	0.1	0.453
αὐτῆι	to her	-1.0950	3	34	0.259	0.689
διʼ	through; by means of; because of; on account of	-1.0401	3	47	0.0521	0.367
νῦν	now	-1.0201	5	48	0.163	0.569
θάλασσαν	sea	-1.0170	3	43	0.102	0.458
ἀθηναῖοι	Athenians	-0.9691	5	49	0.148	0.555
ἔσχεν	he/she/it had	-0.9585	0	22	0.0377	0.288
τότε	then; at that time	-0.9565	12	81	0.403	0.849
ἦν	was	-0.9482	21	153	0.138	0.549
καὶ τὰ	and the	-0.9439	4	56	0.0496	0.357
ὁδὸν	road	-0.9432	2	31	0.152	0.557
ἔτι	still; yet	-0.9013	20	165	0.0401	0.301
χώραν	land	-0.8948	4	35	0.507	0.893
λακεδαιμονίοισ	to the Lacedaemonians	-0.8907	0	19	0.0587	0.387
αὐτίκα	immediately; at once	-0.8905	2	31	0.152	0.557
θέασ	of a view	-0.8856	1	42	0.0102	0.13
ἐσ τὸ	into the	-0.8713	11	99	0.0668	0.415
ἕλληνεσ	Greeks	-0.8640	4	23	1	1
δὲ ἦν	but he/she/it was	-0.8606	2	23	0.412	0.849
λέσχεωσ	of the lounge	-0.8577	0	11	0.231	0.67
δὲ τῆσ	but of the	-0.8388	4	50	0.0926	0.442
μακεδόνων	of the Macedonians	-0.8376	1	35	0.0223	0.209
ἐστι	is	-0.8367	21	163	0.0725	0.419
διὰ τοῦτο	for this reason	-0.8285	1	17	0.339	0.78
δὲ ἀπὸ	and from	-0.8234	2	25	0.297	0.742