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
17	autism	0	0	0.536945	31	200	0.888845	0.881193	1	0	0.818296	0.876622	0.861984	slow	14	predictable	low	none	structured	0	0	1
16	dyslexia	0	0.535462	0	16	107	0.541674	0.244553	1	1	0.852612	0.54916	0.308702	fast	20	slow	medium	low	small	1	1	0
8	autism	0	0	0.589623	15	200	0.739906	0.580756	1	0	0.049545	0.370962	0.465952	slow	16	predictable	low	none	structured	0	0	1
14	combined	0.453549	0.537022	0	5	111	0.573436	0.344965	0	0	0.218254	0.074336	0.667876	medium	18	fast	high	medium	micro	1	1	0
18	neurotypical	0	0	0	20	231	0.2875	0.874432	0	0	0.528235	0.277227	0.801371	fast	14	standard	low	low	standard	0	0	0
9	dyslexia	0	0.553088	0	10	104	0.606568	0.505853	0	1	0.451292	0.335191	0.418269	slow	22	slow	medium	low	small	1	1	0
14	autism	0	0	0.567749	31	200	0.665324	0.636335	1	0	0.581654	0.146137	0.461044	fast	18	predictable	low	none	structured	0	0	1
10	ADHD	0.793728	0	0	8	135	0.755617	0.216379	0	1	0.763504	0.583912	0.053405	fast	18	fast	high	high	micro	0	0	0
14	dyslexia	0	0.855092	0	19	62	0.26914	0.463481	0	1	0.457886	0.280364	0.917766	fast	22	slow	medium	low	small	1	1	0
15	combined	0.646594	0.443691	0	9	90	0.566394	0.643818	1	1	0.413312	0.387486	0.511985	medium	18	fast	high	medium	micro	1	1	0
13	neurotypical	0	0	0	21	268	0.918468	0.199726	0	1	0.442341	0.19625	0.982674	slow	14	standard	low	low	standard	0	0	0
12	dyslexia	0	0.60009	0	11	112	0.670079	0.462808	1	1	0.084659	0.270175	0.986174	slow	20	slow	medium	low	small	1	1	0
15	combined	0.613405	0.581561	0	3	79	0.747287	0.024413	1	1	0.771835	0.874199	0.40536	medium	20	fast	high	medium	micro	1	1	0
12	combined	0.422619	0.589499	0	3	82	0.284478	0.636717	1	0	0.388874	0.82813	0.127869	fast	18	fast	high	medium	micro	1	1	0
12	ADHD	0.550615	0	0	5	123	0.668424	0.810472	0	1	0.703855	0.99141	0.83389	slow	18	fast	high	high	micro	0	0	0
17	neurotypical	0	0	0	44	211	0.521778	0.470875	0	1	0.971863	0.604071	0.98498	slow	14	standard	low	low	standard	0	0	0
6	combined	0.422843	0.503956	0	3	135	0.669164	0.878294	0	0	0.489672	0.48516	0.601693	slow	18	fast	high	medium	micro	1	1	0
15	ADHD	0.745554	0	0	2	134	0.595449	0.920319	1	0	0.963756	0.244257	0.519376	slow	16	fast	high	high	micro	0	0	0
7	autism	0	0	0.549706	7	200	0.773907	0.814712	1	1	0.325294	0.546149	0.683273	fast	14	predictable	low	none	structured	0	0	1
11	combined	0.613868	0.564597	0	5	98	0.255104	0.898844	0	1	0.105768	0.537239	0.18377	slow	18	fast	high	medium	micro	1	1	0
6	dyslexia	0	0.643507	0	19	117	0.850919	0.58323	0	1	0.259421	0.721139	0.745457	fast	18	slow	medium	low	small	1	1	0
16	autism	0	0	0.507005	38	200	0.998647	0.757389	0	1	0.69504	0.189135	0.260429	fast	18	predictable	low	none	structured	0	0	1
15	combined	0.428991	0.480768	0	7	78	0.919483	0.51847	1	1	0.940708	0.330643	0.278781	fast	18	fast	high	medium	micro	1	1	0
16	combined	0.358229	0.660966	0	10	132	0.145154	0.24178	0	0	0.300918	0.463426	0.473989	slow	20	fast	high	medium	micro	1	1	0
9	neurotypical	0	0	0	26	258	0.631877	0.705537	0	1	0.766692	0.145087	0.689597	fast	14	standard	low	low	standard	0	0	0
16	neurotypical	0	0	0	35	214	0.62101	0.619088	0	0	0.234372	0.44394	0.74419	medium	14	standard	low	low	standard	0	0	0
6	neurotypical	0	0	0	41	243	0.953005	0.461622	0	1	0.797686	0.831282	0.069159	medium	14	standard	low	low	standard	0	0	0
10	ADHD	0.501495	0	0	4	154	0.388298	0.377108	1	1	0.926973	0.216451	0.551206	slow	16	fast	high	high	micro	0	0	0
9	autism	0	0	0.65598	17	200	0.813179	0.843664	0	0	0.935609	0.310662	0.292959	slow	16	predictable	low	none	structured	0	0	1
12	combined	0.335951	0.63338	0	7	81	0.461216	0.519667	1	1	0.366107	0.2096	0.788313	medium	20	fast	high	medium	micro	1	1	0
11	autism	0	0	0.945432	26	200	0.829354	0.576586	1	1	0.667504	0.169581	0.02865	fast	18	predictable	low	none	structured	0	0	1
15	dyslexia	0	0.950821	0	10	81	0.021269	0.017836	0	1	0.284366	0.841643	0.402811	fast	22	slow	medium	low	small	1	1	0
6	combined	0.654613	0.681999	0	10	123	0.711693	0.83401	0	0	0.354447	0.884613	0.259816	medium	20	fast	high	medium	micro	1	1	0
6	autism	0	0	0.851874	38	200	0.766357	0.77403	1	0	0.840618	0.465311	0.97573	slow	18	predictable	low	none	structured	0	0	1
7	combined	0.662082	0.500317	0	8	76	0.299277	0.563958	1	1	0.383846	0.739745	0.790498	fast	18	fast	high	medium	micro	1	1	0
17	autism	0	0	0.570879	30	200	0.695163	0.777695	0	0	0.013397	0.967595	0.507689	medium	18	predictable	low	none	structured	0	0	1
8	dyslexia	0	0.939908	0	16	98	0.026443	0.087013	1	1	0.905173	0.359183	0.240738	slow	18	slow	medium	low	small	1	1	0
9	neurotypical	0	0	0	32	208	0.127221	0.700714	1	0	0.540918	0.087007	0.894808	slow	14	standard	low	low	standard	0	0	0
9	dyslexia	0	0.721689	0	20	71	0.925483	0.746773	0	1	0.293612	0.192445	0.380284	slow	20	slow	medium	low	small	1	1	0
11	ADHD	0.884108	0	0	3	145	0.465878	0.642484	1	0	0.085823	0.731778	0.91746	medium	18	fast	high	high	micro	0	0	0
16	dyslexia	0	0.879395	0	10	91	0.278629	0.095976	0	1	0.598392	0.039745	0.890644	fast	18	slow	medium	low	small	1	1	0
16	ADHD	0.947396	0	0	2	134	0.00945	0.171384	1	1	0.644907	0.331271	0.977329	slow	16	fast	high	high	micro	0	0	0
10	combined	0.703545	0.532016	0	4	84	0.678209	0.911216	1	1	0.039668	0.114475	0.603629	fast	18	fast	high	medium	micro	1	1	0
15	neurotypical	0	0	0	38	196	0.621908	0.4528	0	1	0.59769	0.729124	0.547168	fast	14	standard	low	low	standard	0	0	0
16	neurotypical	0	0	0	28	192	0.955871	0.097364	1	1	0.610486	0.652066	0.272591	medium	14	standard	low	low	standard	0	0	0
15	dyslexia	0	0.945695	0	15	94	0.449963	0.003751	1	1	0.753951	0.585491	0.505521	fast	22	slow	medium	low	small	1	1	0
17	autism	0	0	0.943949	11	200	0.92158	0.771865	0	0	0.197342	0.637949	0.984607	medium	14	predictable	low	none	structured	0	0	1
12	ADHD	0.673069	0	0	2	128	0.209242	0.771629	1	0	0.531271	0.404692	0.317991	slow	16	fast	high	high	micro	0	0	0
9	dyslexia	0	0.849525	0	10	70	0.372807	0.845092	1	1	0.001269	0.814922	0.515625	medium	22	slow	medium	low	small	1	1	0
9	ADHD	0.731842	0	0	8	122	0.090197	0.014725	0	1	0.420243	0.785725	0.498396	medium	18	fast	high	high	micro	0	0	0
17	neurotypical	0	0	0	27	199	0.663402	0.337924	1	0	0.529184	0.738781	0.981557	fast	14	standard	low	low	standard	0	0	0
6	ADHD	0.867108	0	0	2	169	0.166071	0.86224	0	0	0.275412	0.997499	0.722888	medium	18	fast	high	high	micro	0	0	0
13	ADHD	0.833941	0	0	4	137	0.038381	0.72955	0	1	0.064621	0.763177	0.296787	fast	18	fast	high	high	micro	0	0	0
7	ADHD	0.726688	0	0	6	121	0.85313	0.174323	0	0	0.027353	0.700478	0.074196	slow	18	fast	high	high	micro	0	0	0
18	dyslexia	0	0.612895	0	14	81	0.464708	0.610332	1	1	0.0287	0.850953	0.18184	slow	20	slow	medium	low	small	1	1	0
17	ADHD	0.710995	0	0	7	133	0.196627	0.178677	1	1	0.523359	0.476609	0.420223	slow	18	fast	high	high	micro	0	0	0
16	dyslexia	0	0.978352	0	20	69	0.633759	0.945013	0	1	0.302693	0.484765	0.410167	fast	18	slow	medium	low	small	1	1	0
16	ADHD	0.982566	0	0	2	120	0.963475	0.913051	1	0	0.397649	0.104755	0.434053	medium	16	fast	high	high	micro	0	0	0
18	ADHD	0.684997	0	0	3	135	0.219208	0.856266	0	0	0.612071	0.982829	0.243367	medium	18	fast	high	high	micro	0	0	0
11	neurotypical	0	0	0	39	184	0.299169	0.069264	1	1	0.678967	0.096215	0.247324	medium	14	standard	low	low	standard	0	0	0
13	autism	0	0	0.874913	19	200	0.87512	0.993975	1	1	0.523121	0.819361	0.219071	medium	18	predictable	low	none	structured	0	0	1
18	combined	0.461151	0.499251	0	7	83	0.520553	0.807566	1	1	0.065518	0.933403	0.845607	medium	20	fast	high	medium	micro	1	1	0
8	autism	0	0	0.714528	6	200	0.809972	0.736302	1	0	0.067677	0.499573	0.28058	fast	18	predictable	low	none	structured	0	0	1
17	ADHD	0.888239	0	0	4	159	0.084984	0.594451	1	1	0.170201	0.294809	0.276935	fast	18	fast	high	high	micro	0	0	0
16	neurotypical	0	0	0	20	240	0.204529	0.623485	1	0	0.180361	0.752111	0.242356	slow	14	standard	low	low	standard	0	0	0
12	combined	0.429472	0.304269	0	5	84	0.488104	0.688059	0	0	0.553234	0.232556	0.586195	slow	20	fast	high	medium	micro	1	1	0
7	combined	0.310524	0.365167	0	5	120	0.495961	0.45939	0	0	0.569658	0.943355	0.180407	medium	18	fast	high	medium	micro	1	1	0
7	dyslexia	0	0.430601	0	14	90	0.697556	0.793769	0	1	0.513597	0.250191	0.719614	fast	18	slow	medium	low	small	1	1	0
18	combined	0.746934	0.629731	0	4	84	0.680103	0.824862	0	0	0.19416	0.628128	0.119978	fast	20	fast	high	medium	micro	1	1	0
12	dyslexia	0	0.831822	0	12	98	0.769148	0.163526	1	1	0.728594	0.236278	0.324447	slow	22	slow	medium	low	small	1	1	0
10	neurotypical	0	0	0	24	189	0.501271	0.174648	1	0	0.995816	0.486305	0.76938	fast	14	standard	low	low	standard	0	0	0
14	ADHD	0.893606	0	0	7	133	0.86903	0.718289	0	1	0.175549	0.457167	0.215069	medium	16	fast	high	high	micro	0	0	0
17	combined	0.307906	0.591894	0	9	100	0.888778	0.779999	1	0	0.17173	0.356331	0.097969	slow	20	fast	high	medium	micro	1	1	0
10	ADHD	0.500728	0	0	4	154	0.351675	0.192586	1	0	0.605019	0.073375	0.794786	fast	16	fast	high	high	micro	0	0	0
12	neurotypical	0	0	0	43	275	0.823016	0.560908	0	0	0.722724	0.578489	0.144617	fast	14	standard	low	low	standard	0	0	0
16	ADHD	0.954252	0	0	2	157	0.604892	0.199217	0	1	0.910594	0.540287	0.731161	fast	16	fast	high	high	micro	0	0	0
15	dyslexia	0	0.884738	0	17	64	0.565001	0.825414	0	1	0.222821	0.468436	0.183738	fast	22	slow	medium	low	small	1	1	0
11	autism	0	0	0.974595	39	200	0.89039	0.52464	0	0	0.758191	0.923301	0.122904	fast	14	predictable	low	none	structured	0	0	1
13	combined	0.620574	0.567072	0	10	97	0.932399	0.164393	1	0	0.082041	0.773753	0.984479	fast	18	fast	high	medium	micro	1	1	0
17	neurotypical	0	0	0	25	200	0.741245	0.691209	0	0	0.064028	0.432177	0.594008	slow	14	standard	low	low	standard	0	0	0
16	autism	0	0	0.584631	34	200	0.905277	0.621913	1	1	0.529948	0.994587	0.782023	slow	14	predictable	low	none	structured	0	0	1
8	neurotypical	0	0	0	32	194	0.859366	0.065497	1	0	0.009364	0.466938	0.862862	fast	14	standard	low	low	standard	0	0	0
12	combined	0.7506	0.660496	0	9	79	0.856872	0.576614	0	1	0.343156	0.045561	0.824824	fast	20	fast	high	medium	micro	1	1	0
18	neurotypical	0	0	0	32	215	0.595289	0.306994	1	1	0.55915	0.685584	0.850608	medium	14	standard	low	low	standard	0	0	0
12	autism	0	0	0.628223	12	200	0.840493	0.702933	0	0	0.845967	0.266935	0.287045	slow	14	predictable	low	none	structured	0	0	1
18	neurotypical	0	0	0	29	222	0.416909	0.726468	0	1	0.471982	0.856238	0.303618	slow	14	standard	low	low	standard	0	0	0
15	dyslexia	0	0.769286	0	19	114	0.467412	0.696677	0	1	0.64505	0.470264	0.496441	medium	22	slow	medium	low	small	1	1	0
7	autism	0	0	0.591676	30	200	0.891734	0.831844	0	0	0.183567	0.350363	0.754982	fast	14	predictable	low	none	structured	0	0	1
11	dyslexia	0	0.638889	0	15	66	0.063796	0.482587	1	1	0.175941	0.270783	0.4452	medium	18	slow	medium	low	small	1	1	0
9	dyslexia	0	0.876301	0	12	66	0.677895	0.544995	0	1	0.372935	0.768164	0.210197	slow	20	slow	medium	low	small	1	1	0
7	autism	0	0	0.977707	16	200	0.740385	0.752158	1	0	0.935365	0.007936	0.808944	fast	14	predictable	low	none	structured	0	0	1
12	neurotypical	0	0	0	23	196	0.132263	0.811846	0	1	0.564331	0.740419	0.999821	slow	14	standard	low	low	standard	0	0	0
13	autism	0	0	0.742951	37	200	0.687549	0.974258	1	0	0.438129	0.133487	0.781008	fast	18	predictable	low	none	structured	0	0	1
10	neurotypical	0	0	0	21	230	0.016444	0.37397	1	0	0.216082	0.388262	0.401285	medium	14	standard	low	low	standard	0	0	0
9	combined	0.487627	0.549126	0	7	79	0.543039	0.402919	1	1	0.639925	0.188724	0.871419	fast	20	fast	high	medium	micro	1	1	0
13	autism	0	0	0.92868	5	200	0.699407	0.808185	0	1	0.480176	0.59674	0.795003	fast	14	predictable	low	none	structured	0	0	1
6	neurotypical	0	0	0	29	271	0.761323	0.148024	1	0	0.221022	0.370851	0.362724	medium	14	standard	low	low	standard	0	0	0
10	neurotypical	0	0	0	26	235	0.054967	0.741602	1	1	0.557025	0.563323	0.955712	slow	14	standard	low	low	standard	0	0	0
12	dyslexia	0	0.505566	0	18	90	0.311598	0.520508	0	1	0.620945	0.572609	0.783101	fast	20	slow	medium	low	small	1	1	0
9	combined	0.643695	0.671052	0	7	118	0.458766	0.195597	1	1	0.823164	0.046538	0.729439	slow	18	fast	high	medium	micro	1	1	0

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