Split (3)

train · 4.05k rows

age int64	condition large_string	adhd_level float64	dyslexia_severity float64	autism_score float64	focus_duration_min int64	reading_speed_wpm int64	audio_sensitivity float64	screen_sensitivity float64	prefers_visual int64	prefers_audio int64	math_interest float64	art_interest float64	science_interest float64	learning_speed large_string	font_size_target int64	pacing_target large_string	reward_freq_target large_string	gamification_target large_string	chunk_size_target large_string	tts_needed int64	opendyslexic_needed int64	low_stimulation_needed int64
7	ADHD	0.734687	0	0	7	159	0.671102	0.699536	1	0	0.941934	0.696515	0.868412	medium	16	fast	high	high	micro	0	0	0
11	combined	0.47229	0.563482	0	9	118	0.772909	0.245658	0	0	0.703039	0.07315	0.143201	medium	18	fast	high	medium	micro	1	1	0
7	combined	0.328904	0.562906	0	7	78	0.847245	0.774351	0	0	0.20503	0.52586	0.546036	medium	20	fast	high	medium	micro	1	1	0
16	dyslexia	0	0.656284	0	11	92	0.422191	0.232781	1	1	0.647639	0.757468	0.103846	medium	20	slow	medium	low	small	1	1	0
14	autism	0	0	0.610413	14	200	0.771243	0.50542	0	1	0.479135	0.89685	0.719545	slow	14	predictable	low	none	structured	0	0	1
18	dyslexia	0	0.508387	0	13	82	0.834199	0.549281	1	1	0.478104	0.983799	0.918614	medium	20	slow	medium	low	small	1	1	0
9	autism	0	0	0.567351	32	200	0.811702	0.980662	0	1	0.209509	0.931998	0.016258	slow	16	predictable	low	none	structured	0	0	1
8	neurotypical	0	0	0	44	189	0.138999	0.117948	1	0	0.262362	0.856448	0.422587	fast	14	standard	low	low	standard	0	0	0
15	dyslexia	0	0.680362	0	18	102	0.589568	0.55819	1	1	0.357968	0.617511	0.05716	medium	20	slow	medium	low	small	1	1	0
14	combined	0.362045	0.601195	0	4	93	0.817463	0.783475	1	0	0.518901	0.584722	0.713749	fast	18	fast	high	medium	micro	1	1	0
7	combined	0.417969	0.469148	0	5	83	0.238077	0.122277	1	1	0.832334	0.737236	0.805842	fast	18	fast	high	medium	micro	1	1	0
18	neurotypical	0	0	0	24	202	0.507499	0.706699	1	0	0.83677	0.431766	0.799273	medium	14	standard	low	low	standard	0	0	0
12	neurotypical	0	0	0	43	219	0.497195	0.202803	1	1	0.978732	0.094664	0.58453	slow	14	standard	low	low	standard	0	0	0
13	ADHD	0.616986	0	0	8	166	0.974499	0.326204	0	1	0.391092	0.102807	0.112195	fast	18	fast	high	high	micro	0	0	0
18	dyslexia	0	0.788118	0	18	61	0.771078	0.965232	0	1	0.677159	0.997556	0.54679	fast	20	slow	medium	low	small	1	1	0
9	dyslexia	0	0.484161	0	14	98	0.938137	0.433542	0	1	0.225157	0.532416	0.663833	medium	22	slow	medium	low	small	1	1	0
15	autism	0	0	0.75884	20	200	0.863071	0.5723	0	1	0.308674	0.3429	0.36883	slow	18	predictable	low	none	structured	0	0	1
14	combined	0.603766	0.357528	0	8	114	0.925611	0.632807	1	1	0.690249	0.491399	0.258487	slow	18	fast	high	medium	micro	1	1	0
13	dyslexia	0	0.473299	0	11	118	0.474129	0.685299	0	1	0.778437	0.539883	0.114858	medium	22	slow	medium	low	small	1	1	0
9	autism	0	0	0.802245	7	200	0.95578	0.809142	1	0	0.497625	0.802673	0.425559	medium	14	predictable	low	none	structured	0	0	1
8	combined	0.374294	0.395741	0	4	83	0.222527	0.72166	0	1	0.960894	0.784875	0.071443	fast	18	fast	high	medium	micro	1	1	0
18	combined	0.374888	0.441335	0	9	84	0.098261	0.78365	1	0	0.787466	0.748472	0.604871	fast	20	fast	high	medium	micro	1	1	0
13	neurotypical	0	0	0	41	270	0.707833	0.974609	1	0	0.139191	0.965454	0.339678	fast	14	standard	low	low	standard	0	0	0
15	neurotypical	0	0	0	45	258	0.990978	0.841496	0	1	0.816907	0.022851	0.409748	medium	14	standard	low	low	standard	0	0	0
12	combined	0.479285	0.34175	0	6	70	0.289878	0.601829	0	0	0.839867	0.179141	0.534641	medium	18	fast	high	medium	micro	1	1	0
7	ADHD	0.998098	0	0	7	121	0.487858	0.2038	0	0	0.570668	0.50241	0.425247	medium	18	fast	high	high	micro	0	0	0
14	combined	0.405106	0.419754	0	6	104	0.013592	0.756322	1	0	0.990029	0.416353	0.624068	medium	20	fast	high	medium	micro	1	1	0
17	autism	0	0	0.621339	17	200	0.801212	0.832989	0	0	0.700028	0.254936	0.89428	fast	18	predictable	low	none	structured	0	0	1
7	autism	0	0	0.602903	13	200	0.896075	0.570325	0	0	0.095448	0.859916	0.424415	slow	14	predictable	low	none	structured	0	0	1
15	autism	0	0	0.844827	25	200	0.924979	0.703933	0	1	0.114907	0.852696	0.9197	medium	16	predictable	low	none	structured	0	0	1
18	neurotypical	0	0	0	43	268	0.404384	0.032579	1	0	0.928471	0.298411	0.73812	medium	14	standard	low	low	standard	0	0	0
10	neurotypical	0	0	0	31	202	0.753793	0.346985	0	1	0.054507	0.879074	0.047009	medium	14	standard	low	low	standard	0	0	0
9	autism	0	0	0.93246	7	200	0.652053	0.705809	1	1	0.365457	0.341956	0.180293	slow	18	predictable	low	none	structured	0	0	1
17	neurotypical	0	0	0	31	244	0.994754	0.816015	1	0	0.686318	0.638314	0.475735	fast	14	standard	low	low	standard	0	0	0
7	combined	0.64743	0.694678	0	3	89	0.292019	0.792211	1	0	0.58516	0.710361	0.313963	medium	18	fast	high	medium	micro	1	1	0
17	neurotypical	0	0	0	36	231	0.390985	0.50914	1	1	0.588231	0.03486	0.058312	medium	14	standard	low	low	standard	0	0	0
14	dyslexia	0	0.408243	0	10	71	0.826639	0.772232	0	1	0.884306	0.367951	0.624921	medium	22	slow	medium	low	small	1	1	0
11	neurotypical	0	0	0	27	182	0.114985	0.29903	1	1	0.475777	0.633848	0.202185	slow	14	standard	low	low	standard	0	0	0
13	autism	0	0	0.93584	32	200	0.933922	0.873912	1	0	0.260406	0.31327	0.978517	medium	16	predictable	low	none	structured	0	0	1
17	autism	0	0	0.555038	25	200	0.876803	0.929161	1	1	0.931601	0.974106	0.61647	medium	16	predictable	low	none	structured	0	0	1
9	autism	0	0	0.906136	9	200	0.920525	0.717122	0	1	0.942621	0.465673	0.74717	medium	14	predictable	low	none	structured	0	0	1
14	dyslexia	0	0.703516	0	16	110	0.683935	0.845757	1	1	0.770856	0.367828	0.234724	slow	20	slow	medium	low	small	1	1	0
18	dyslexia	0	0.608227	0	15	92	0.826131	0.992656	0	1	0.378146	0.95755	0.35992	medium	20	slow	medium	low	small	1	1	0
7	neurotypical	0	0	0	38	274	0.170578	0.77036	1	1	0.808133	0.688074	0.62805	medium	14	standard	low	low	standard	0	0	0
12	combined	0.685662	0.494366	0	3	118	0.431356	0.709638	0	0	0.21751	0.12709	0.527204	medium	18	fast	high	medium	micro	1	1	0
10	autism	0	0	0.653783	24	200	0.953419	0.511818	0	1	0.560068	0.108051	0.650604	fast	14	predictable	low	none	structured	0	0	1
13	combined	0.441255	0.510959	0	4	94	0.624328	0.87835	0	1	0.403943	0.57361	0.28363	slow	18	fast	high	medium	micro	1	1	0
17	autism	0	0	0.530865	9	200	0.667819	0.596171	1	1	0.584173	0.826626	0.657894	fast	18	predictable	low	none	structured	0	0	1
15	combined	0.306943	0.307709	0	6	101	0.422534	0.312145	0	0	0.773148	0.560966	0.087553	fast	18	fast	high	medium	micro	1	1	0
10	neurotypical	0	0	0	28	190	0.675312	0.240388	0	1	0.174109	0.301482	0.004767	slow	14	standard	low	low	standard	0	0	0
12	autism	0	0	0.542514	25	200	0.837265	0.955706	1	0	0.294106	0.760032	0.890081	slow	16	predictable	low	none	structured	0	0	1
11	dyslexia	0	0.522737	0	18	60	0.531692	0.528122	1	1	0.425908	0.429485	0.253761	slow	20	slow	medium	low	small	1	1	0
14	neurotypical	0	0	0	38	207	0.971538	0.165518	1	1	0.400849	0.271494	0.184066	slow	14	standard	low	low	standard	0	0	0
9	dyslexia	0	0.733926	0	13	99	0.334469	0.950023	1	1	0.509119	0.590066	0.063307	slow	22	slow	medium	low	small	1	1	0
16	neurotypical	0	0	0	45	201	0.980918	0.72226	0	1	0.957429	0.451307	0.088404	slow	14	standard	low	low	standard	0	0	0
6	dyslexia	0	0.706545	0	20	89	0.480384	0.159615	1	1	0.865892	0.897716	0.125923	slow	20	slow	medium	low	small	1	1	0
16	autism	0	0	0.8558	17	200	0.728619	0.506827	1	0	0.387904	0.156722	0.190747	fast	16	predictable	low	none	structured	0	0	1
6	autism	0	0	0.830857	29	200	0.699431	0.672875	0	1	0.5191	0.688242	0.618239	medium	14	predictable	low	none	structured	0	0	1
8	autism	0	0	0.606159	32	200	0.622219	0.905922	1	0	0.838435	0.973317	0.931151	fast	18	predictable	low	none	structured	0	0	1
13	dyslexia	0	0.893267	0	16	103	0.638207	0.263327	1	1	0.263088	0.115042	0.02682	medium	18	slow	medium	low	small	1	1	0
11	neurotypical	0	0	0	43	233	0.78613	0.286947	1	1	0.886825	0.214364	0.579989	medium	14	standard	low	low	standard	0	0	0
9	autism	0	0	0.797324	9	200	0.801116	0.981138	1	1	0.991128	0.270855	0.386659	fast	16	predictable	low	none	structured	0	0	1
10	neurotypical	0	0	0	29	251	0.636258	0.337841	1	0	0.737667	0.239408	0.856435	fast	14	standard	low	low	standard	0	0	0
16	autism	0	0	0.984033	15	200	0.631212	0.993772	0	0	0.619096	0.893254	0.365156	fast	16	predictable	low	none	structured	0	0	1
17	neurotypical	0	0	0	24	245	0.930125	0.742854	0	0	0.833859	0.023931	0.166936	slow	14	standard	low	low	standard	0	0	0
12	neurotypical	0	0	0	34	252	0.043523	0.755666	0	0	0.141335	0.632233	0.252872	slow	14	standard	low	low	standard	0	0	0
16	dyslexia	0	0.787331	0	11	113	0.732973	0.877886	1	1	0.358742	0.305472	0.551672	slow	20	slow	medium	low	small	1	1	0
12	autism	0	0	0.527229	35	200	0.610533	0.744126	1	1	0.932164	0.399228	0.128706	slow	14	predictable	low	none	structured	0	0	1
15	combined	0.52682	0.575262	0	6	93	0.00274	0.46236	0	0	0.971471	0.083229	0.52255	medium	18	fast	high	medium	micro	1	1	0
14	dyslexia	0	0.999362	0	11	73	0.850918	0.325022	0	1	0.55041	0.337665	0.274348	medium	22	slow	medium	low	small	1	1	0
10	combined	0.624018	0.543652	0	5	138	0.45341	0.83411	0	1	0.355271	0.670175	0.70182	fast	18	fast	high	medium	micro	1	1	0
14	neurotypical	0	0	0	34	188	0.423255	0.776173	0	1	0.121848	0.23844	0.638952	fast	14	standard	low	low	standard	0	0	0
15	neurotypical	0	0	0	35	202	0.167508	0.053703	0	0	0.230362	0.462654	0.56784	fast	14	standard	low	low	standard	0	0	0
14	combined	0.509872	0.359586	0	7	87	0.820478	0.563668	0	1	0.92315	0.051591	0.94315	fast	20	fast	high	medium	micro	1	1	0
13	ADHD	0.63302	0	0	2	170	0.3442	0.265619	0	0	0.802786	0.478663	0.535606	medium	16	fast	high	high	micro	0	0	0
18	ADHD	0.925825	0	0	8	171	0.055927	0.050894	0	1	0.38951	0.539913	0.515274	slow	16	fast	high	high	micro	0	0	0
10	ADHD	0.595633	0	0	4	132	0.629121	0.934161	1	0	0.313052	0.905811	0.907218	fast	18	fast	high	high	micro	0	0	0
6	combined	0.647916	0.440615	0	9	109	0.740489	0.563363	1	1	0.612575	0.736031	0.518144	medium	18	fast	high	medium	micro	1	1	0
11	autism	0	0	0.8134	39	200	0.954975	0.743974	0	1	0.852341	0.859342	0.380009	medium	14	predictable	low	none	structured	0	0	1
17	neurotypical	0	0	0	44	218	0.062399	0.019413	0	0	0.394036	0.176995	0.146592	medium	14	standard	low	low	standard	0	0	0
11	neurotypical	0	0	0	21	216	0.002584	0.421068	1	0	0.636509	0.185542	0.093809	slow	14	standard	low	low	standard	0	0	0
13	combined	0.358689	0.623821	0	3	77	0.993614	0.453864	0	1	0.533391	0.604778	0.827019	medium	18	fast	high	medium	micro	1	1	0
17	dyslexia	0	0.418288	0	13	119	0.631803	0.13307	0	1	0.941994	0.255652	0.914755	medium	18	slow	medium	low	small	1	1	0
16	neurotypical	0	0	0	30	209	0.384587	0.129896	1	0	0.409037	0.689953	0.189453	medium	14	standard	low	low	standard	0	0	0
14	ADHD	0.59785	0	0	3	125	0.382489	0.21514	1	1	0.579219	0.353867	0.357371	fast	18	fast	high	high	micro	0	0	0
6	combined	0.488583	0.320072	0	4	135	0.372722	0.235467	0	1	0.608001	0.588821	0.435235	medium	20	fast	high	medium	micro	1	1	0
13	combined	0.781296	0.37594	0	10	120	0.82701	0.042416	0	1	0.983831	0.039252	0.387398	fast	20	fast	high	medium	micro	1	1	0
16	autism	0	0	0.990305	40	200	0.907008	0.570773	1	0	0.995765	0.330894	0.204711	slow	14	predictable	low	none	structured	0	0	1
17	neurotypical	0	0	0	20	222	0.712807	0.201965	0	0	0.413823	0.47649	0.041684	medium	14	standard	low	low	standard	0	0	0
9	neurotypical	0	0	0	25	269	0.918007	0.796525	0	0	0.723904	0.951422	0.090276	fast	14	standard	low	low	standard	0	0	0
11	ADHD	0.718563	0	0	2	153	0.892035	0.707873	1	0	0.739053	0.254967	0.374656	fast	16	fast	high	high	micro	0	0	0
11	dyslexia	0	0.802547	0	19	71	0.276509	0.432261	1	1	0.436868	0.810823	0.988788	fast	20	slow	medium	low	small	1	1	0
11	combined	0.577926	0.535841	0	5	93	0.133583	0.5083	1	0	0.651691	0.33373	0.607122	fast	20	fast	high	medium	micro	1	1	0
7	neurotypical	0	0	0	40	229	0.857003	0.762176	0	0	0.019793	0.823998	0.476428	fast	14	standard	low	low	standard	0	0	0
9	combined	0.450955	0.505148	0	4	104	0.105649	0.332916	0	1	0.480786	0.037316	0.260148	fast	20	fast	high	medium	micro	1	1	0
13	ADHD	0.983159	0	0	4	173	0.702701	0.79074	1	1	0.473746	0.687586	0.281321	slow	18	fast	high	high	micro	0	0	0
18	neurotypical	0	0	0	36	192	0.804474	0.249352	0	1	0.056229	0.925898	0.422333	medium	14	standard	low	low	standard	0	0	0
14	neurotypical	0	0	0	40	218	0.755939	0.987411	0	1	0.79882	0.63768	0.848161	fast	14	standard	low	low	standard	0	0	0
18	autism	0	0	0.991438	21	200	0.668252	0.570825	1	1	0.94753	0.617688	0.970901	slow	18	predictable	low	none	structured	0	0	1
15	combined	0.587001	0.424903	0	8	107	0.31391	0.014706	1	1	0.906051	0.829977	0.653646	fast	18	fast	high	medium	micro	1	1	0

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