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	0.916	0.811	0.861	487
Skeptical	0.357	0.586	0.443	87
Overall Accuracy	0.777			574

Sentence Predictors of Skeptical Content

Word/Phrase	English	Coefficient	Skeptical Count	Non-skeptical Count	p-value	q-value
λέγεται	it is said	5.0004	45	14	2.66e-26	2.66e-23
φασιν	they say	4.7684	37	16	1.63e-19	5.45e-17
λέγουσιν	they say	4.0898	57	45	3.36e-22	1.68e-19
φασὶν	they say	3.9351	24	7	8e-15	1.6e-12
λέγουσι	they say	3.2570	33	25	1.53e-13	2.56e-11
εἶναι	to be	3.0711	81	122	6.13e-19	1.53e-16
εἴτε	whether	3.0380	10	1	6.12e-08	6.8e-06
φασὶ	they say	2.8431	14	6	3.43e-08	4.29e-06
ποιῆσαι	to make; to do	2.2917	10	5	6.72e-06	0.00042
γενέσθαι	to become	2.2142	40	56	2.31e-10	3.3e-08
ὑπὸ	under; beneath; by (of agent)	2.2040	62	179	1.12e-05	0.000591
εἰ	if	2.1574	16	27	0.000403	0.0134
ἐγὼ	I	2.1424	9	8	0.000303	0.0112
φασι	they say	2.1262	10	6	1.68e-05	0.00084
οὐδένα	no one	2.0824	8	7	0.000618	0.0187
οὐ	not	2.0684	42	165	0.046	0.411
ἄνδρα	man	2.0171	13	18	0.000345	0.0122
ὡσ	as; like; how; that; when	1.9777	69	190	7.41e-07	6.17e-05
τὸν	the	1.8017	111	387	4.81e-06	0.000344
διάφορα	various things	1.6747	6	7	0.00838	0.135
ὀστᾶ	bones	1.6486	6	4	0.00151	0.0386
δοκεῖν	to seem; to think	1.6335	12	13	0.000111	0.00463
ἔχει	he/she/it has	1.5938	15	51	0.109	0.622
δοκῶ	I seem	1.5512	8	2	9.61e-06	0.000539
μεγαρεῖσ	Megarians	1.5365	7	7	0.00234	0.0532
ποταμὸν	river	1.5060	6	6	0.00486	0.0868
εἴη	may it be; let it be	1.5048	7	9	0.00654	0.111
ἐθέλουσιν	they are willing	1.4723	6	5	0.00258	0.0562
οἶδα	I know	1.4363	10	16	0.00394	0.0796
οἱ δὲ	but they	1.4353	20	58	0.0167	0.226

Word/Phrase	English	Coefficient	Skeptical Count	Non-skeptical Count	p-value	q-value
σφισιν	to them	-1.4318	6	82	0.0135	0.19
καὶ	and	-1.3410	270	1564	0.253	0.837
τούτοισ	to these	-1.3109	1	30	0.075	0.517
ἔτι	still; yet	-1.1907	13	114	0.0882	0.58
ἱερὸν	temple; sanctuary	-1.1090	3	63	0.00917	0.146
ἦν	was	-1.0803	15	110	0.28	0.899
πλησίον	near; nearby; close (to); neighbor (as a noun)	-1.0095	4	48	0.171	0.724
χώραν	land	-1.0052	2	24	0.413	0.936
δὲ τῆσ	but of the	-0.9875	1	29	0.0737	0.516
αὐτῆι	to her	-0.9801	1	20	0.234	0.814
ὑπὲρ	over, above; on behalf of/for the sake of; beyond	-0.9343	9	65	0.434	0.963
καί οἱ	and to him	-0.9159	2	33	0.154	0.687
ἐν	in; at; on; among	-0.9148	95	535	0.861	1
πρὶν	before	-0.9085	6	30	0.821	1
πύρροσ	Pyrrhus	-0.9057	0	19	0.0999	0.609
δὲ ὑπὸ	but by	-0.9038	4	21	0.786	1
αὐτίκα	immediately; at once	-0.8908	2	24	0.413	0.936
ἀθηναίοισ	to/for the Athenians	-0.8710	9	72	0.268	0.869
ἐπὶ	on, upon; at; to/toward; against	-0.8523	53	355	0.154	0.687
ὕδωρ	water	-0.8445	6	29	0.764	1
θάλασσαν	sea	-0.8347	2	23	0.412	0.936
πόλεισ	cities	-0.8178	0	26	0.0247	0.288
θεὸσ	god	-0.8089	0	16	0.154	0.687
θέασ	of a view	-0.7983	1	27	0.11	0.622
ἀθηναῖοι	Athenians	-0.7965	4	46	0.169	0.72
ἐπʼ	on; upon; at; against (depending on case)	-0.7933	8	62	0.344	0.936
ἐστίν	is (he/she/it is)	-0.7864	0	23	0.0382	0.364
ἐστιν	is	-0.7844	25	248	0.00166	0.0405
δὲ τοῦ	and of the	-0.7771	7	51	0.476	0.989
μακεδόνων	of the Macedonians	-0.7732	0	31	0.01	0.15