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
12	autism	0	0	0.885011	13	200	0.699304	0.906204	1	0	0.319844	0.938508	0.804532	medium	18	predictable	low	none	structured	0	0	1
13	combined	0.702735	0.384436	0	7	83	0.129479	0.63629	1	1	0.913511	0.480827	0.787097	fast	18	fast	high	medium	micro	1	1	0
9	autism	0	0	0.704045	24	200	0.860665	0.622176	0	0	0.932524	0.088373	0.397525	slow	14	predictable	low	none	structured	0	0	1
7	autism	0	0	0.939734	7	200	0.906696	0.703144	1	0	0.859417	0.160227	0.438846	medium	16	predictable	low	none	structured	0	0	1
12	autism	0	0	0.807844	32	200	0.763616	0.968224	0	1	0.658882	0.246005	0.935243	medium	18	predictable	low	none	structured	0	0	1
6	autism	0	0	0.70621	17	200	0.832252	0.862677	0	1	0.567686	0.654532	0.401841	medium	18	predictable	low	none	structured	0	0	1
7	neurotypical	0	0	0	32	252	0.228119	0.843106	1	0	0.8839	0.878571	0.978449	fast	14	standard	low	low	standard	0	0	0
8	combined	0.691085	0.699648	0	7	128	0.8294	0.532949	1	0	0.496506	0.989741	0.084658	slow	20	fast	high	medium	micro	1	1	0
17	dyslexia	0	0.768052	0	11	80	0.340164	0.3538	0	1	0.103626	0.956075	0.814573	medium	18	slow	medium	low	small	1	1	0
16	combined	0.357895	0.477726	0	4	140	0.255789	0.534733	0	0	0.66197	0.653568	0.019742	fast	20	fast	high	medium	micro	1	1	0
17	dyslexia	0	0.909074	0	10	78	0.447989	0.001949	0	1	0.558944	0.702947	0.791964	fast	20	slow	medium	low	small	1	1	0
14	ADHD	0.56994	0	0	6	141	0.046424	0.910004	0	0	0.819253	0.162335	0.890155	fast	18	fast	high	high	micro	0	0	0
8	autism	0	0	0.52357	27	200	0.835969	0.930661	1	0	0.314491	0.397017	0.439739	slow	14	predictable	low	none	structured	0	0	1
12	neurotypical	0	0	0	35	217	0.09732	0.323419	0	1	0.457533	0.163694	0.137561	fast	14	standard	low	low	standard	0	0	0
14	combined	0.704167	0.483122	0	3	116	0.115212	0.67606	1	0	0.837483	0.320231	0.496405	slow	20	fast	high	medium	micro	1	1	0
18	dyslexia	0	0.874059	0	20	65	0.763904	0.64535	0	1	0.217098	0.897908	0.231308	medium	22	slow	medium	low	small	1	1	0
9	autism	0	0	0.747477	34	200	0.612663	0.793805	1	0	0.502904	0.695667	0.06871	medium	14	predictable	low	none	structured	0	0	1
10	combined	0.639415	0.372923	0	4	116	0.532809	0.217505	0	1	0.634418	0.769543	0.303707	slow	20	fast	high	medium	micro	1	1	0
14	dyslexia	0	0.407615	0	15	109	0.875701	0.248138	1	1	0.857362	0.177936	0.36752	fast	18	slow	medium	low	small	1	1	0
14	ADHD	0.996376	0	0	4	121	0.147822	0.442348	1	0	0.737741	0.321842	0.164635	medium	16	fast	high	high	micro	0	0	0
9	autism	0	0	0.605467	24	200	0.712677	0.651184	0	1	0.849858	0.219606	0.015208	slow	14	predictable	low	none	structured	0	0	1
17	neurotypical	0	0	0	28	214	0.622986	0.538227	1	1	0.132185	0.389443	0.62993	medium	14	standard	low	low	standard	0	0	0
12	dyslexia	0	0.940302	0	17	76	0.775072	0.750348	1	1	0.649071	0.301972	0.244492	slow	20	slow	medium	low	small	1	1	0
15	dyslexia	0	0.740722	0	18	74	0.634446	0.473989	1	1	0.693481	0.967658	0.198036	fast	22	slow	medium	low	small	1	1	0
13	autism	0	0	0.660476	10	200	0.878519	0.750277	1	0	0.532277	0.540336	0.969869	medium	18	predictable	low	none	structured	0	0	1
16	neurotypical	0	0	0	32	265	0.005346	0.414644	0	1	0.025951	0.997117	0.271885	fast	14	standard	low	low	standard	0	0	0
14	ADHD	0.52173	0	0	2	178	0.088934	0.662148	0	1	0.451918	0.093796	0.006767	medium	18	fast	high	high	micro	0	0	0
16	autism	0	0	0.549862	5	200	0.620142	0.736945	0	0	0.023135	0.129402	0.256979	fast	16	predictable	low	none	structured	0	0	1
6	neurotypical	0	0	0	31	181	0.48133	0.36922	1	0	0.050851	0.049462	0.811566	medium	14	standard	low	low	standard	0	0	0
15	dyslexia	0	0.75408	0	19	71	0.010417	0.507471	1	1	0.741643	0.011408	0.433873	fast	22	slow	medium	low	small	1	1	0
13	autism	0	0	0.520262	9	200	0.992543	0.923587	1	0	0.598236	0.354774	0.512562	medium	16	predictable	low	none	structured	0	0	1
6	autism	0	0	0.776152	25	200	0.722075	0.558223	0	1	0.247234	0.454598	0.433988	slow	18	predictable	low	none	structured	0	0	1
17	dyslexia	0	0.917766	0	12	78	0.035796	0.791378	0	1	0.687923	0.814376	0.754327	fast	20	slow	medium	low	small	1	1	0
7	autism	0	0	0.582484	19	200	0.854101	0.98779	0	1	0.189562	0.603601	0.910776	medium	16	predictable	low	none	structured	0	0	1
15	ADHD	0.631186	0	0	4	179	0.153364	0.508752	1	1	0.350275	0.789352	0.335978	fast	18	fast	high	high	micro	0	0	0
13	combined	0.576736	0.437503	0	8	115	0.792933	0.093053	0	1	0.691787	0.306206	0.581556	medium	20	fast	high	medium	micro	1	1	0
18	dyslexia	0	0.859595	0	16	113	0.567487	0.468325	0	1	0.344614	0.595178	0.279029	medium	22	slow	medium	low	small	1	1	0
10	dyslexia	0	0.89597	0	19	90	0.181682	0.252057	0	1	0.399296	0.690201	0.574154	slow	18	slow	medium	low	small	1	1	0
15	ADHD	0.816645	0	0	7	129	0.415584	0.470097	0	1	0.092929	0.967415	0.145184	slow	16	fast	high	high	micro	0	0	0
7	ADHD	0.788912	0	0	3	162	0.966475	0.582925	0	0	0.755696	0.601164	0.859819	slow	18	fast	high	high	micro	0	0	0
14	ADHD	0.983887	0	0	8	120	0.635103	0.087793	0	1	0.748658	0.821718	0.101829	slow	18	fast	high	high	micro	0	0	0
17	autism	0	0	0.853279	14	200	0.611302	0.832838	1	0	0.242353	0.034508	0.813126	fast	16	predictable	low	none	structured	0	0	1
10	dyslexia	0	0.54176	0	14	100	0.466138	0.973825	1	1	0.85997	0.153325	0.093424	fast	22	slow	medium	low	small	1	1	0
16	combined	0.369971	0.377237	0	6	132	0.191003	0.695882	0	1	0.486504	0.885214	0.437984	slow	20	fast	high	medium	micro	1	1	0
6	combined	0.563284	0.327684	0	6	83	0.572525	0.27489	0	1	0.453235	0.295912	0.817528	medium	20	fast	high	medium	micro	1	1	0
12	ADHD	0.845928	0	0	3	140	0.842103	0.092002	1	1	0.460254	0.140943	0.456104	medium	16	fast	high	high	micro	0	0	0
14	dyslexia	0	0.626926	0	10	81	0.911014	0.471537	0	1	0.028173	0.158408	0.594501	fast	18	slow	medium	low	small	1	1	0
11	neurotypical	0	0	0	45	182	0.894913	0.448482	0	1	0.067708	0.419004	0.931332	fast	14	standard	low	low	standard	0	0	0
13	autism	0	0	0.961513	11	200	0.984024	0.871721	1	0	0.128896	0.190115	0.909808	medium	14	predictable	low	none	structured	0	0	1
13	autism	0	0	0.67207	17	200	0.764704	0.675545	1	1	0.360962	0.56035	0.931845	medium	18	predictable	low	none	structured	0	0	1
6	combined	0.708814	0.587248	0	7	131	0.856446	0.845126	0	1	0.051464	0.594351	0.84871	medium	20	fast	high	medium	micro	1	1	0
7	autism	0	0	0.621425	12	200	0.878877	0.650791	1	1	0.941471	0.19833	0.592098	fast	18	predictable	low	none	structured	0	0	1
9	autism	0	0	0.583697	11	200	0.720205	0.75584	1	0	0.242972	0.966495	0.174335	medium	18	predictable	low	none	structured	0	0	1
12	combined	0.590161	0.449244	0	7	76	0.961447	0.461284	0	1	0.088429	0.140586	0.906849	slow	20	fast	high	medium	micro	1	1	0
16	neurotypical	0	0	0	36	274	0.522683	0.604418	0	0	0.045347	0.298213	0.667896	medium	14	standard	low	low	standard	0	0	0
9	dyslexia	0	0.811895	0	19	75	0.314212	0.405102	0	1	0.898453	0.379444	0.877731	slow	22	slow	medium	low	small	1	1	0
15	ADHD	0.950848	0	0	7	169	0.793032	0.51467	0	1	0.202185	0.310855	0.53842	slow	16	fast	high	high	micro	0	0	0
13	autism	0	0	0.657865	6	200	0.842513	0.963107	0	1	0.424886	0.610949	0.794717	medium	14	predictable	low	none	structured	0	0	1
8	ADHD	0.964946	0	0	4	128	0.815728	0.216298	1	0	0.269569	0.715772	0.131602	medium	16	fast	high	high	micro	0	0	0
12	combined	0.466387	0.321802	0	7	103	0.193385	0.690254	1	0	0.232695	0.412069	0.307731	medium	18	fast	high	medium	micro	1	1	0
8	autism	0	0	0.642468	12	200	0.901023	0.827032	1	0	0.020512	0.208223	0.388503	medium	16	predictable	low	none	structured	0	0	1
15	neurotypical	0	0	0	26	207	0.555629	0.78384	1	1	0.174652	0.45858	0.171397	fast	14	standard	low	low	standard	0	0	0
11	dyslexia	0	0.797334	0	10	104	0.475222	0.367739	1	1	0.645398	0.905229	0.034809	fast	22	slow	medium	low	small	1	1	0
8	dyslexia	0	0.662543	0	17	82	0.756491	0.488963	0	1	0.436165	0.343148	0.440836	slow	20	slow	medium	low	small	1	1	0
9	dyslexia	0	0.754358	0	13	84	0.830364	0.600839	0	1	0.167722	0.685591	0.922352	fast	20	slow	medium	low	small	1	1	0
13	combined	0.675647	0.497397	0	9	120	0.384865	0.310937	0	0	0.651813	0.634481	0.661115	fast	20	fast	high	medium	micro	1	1	0
18	combined	0.450596	0.432267	0	10	76	0.548503	0.548793	0	0	0.615139	0.405389	0.524506	medium	20	fast	high	medium	micro	1	1	0
18	dyslexia	0	0.959212	0	10	80	0.444655	0.822576	0	1	0.038172	0.533222	0.974498	medium	20	slow	medium	low	small	1	1	0
18	combined	0.555363	0.605646	0	9	135	0.929149	0.401793	0	1	0.730166	0.470384	0.42505	slow	20	fast	high	medium	micro	1	1	0
13	neurotypical	0	0	0	24	208	0.690593	0.864314	0	0	0.701573	0.516264	0.562049	medium	14	standard	low	low	standard	0	0	0
18	ADHD	0.964682	0	0	6	150	0.947998	0.904324	0	1	0.981056	0.949908	0.598148	fast	16	fast	high	high	micro	0	0	0
12	neurotypical	0	0	0	39	245	0.975009	0.598223	1	1	0.648371	0.298137	0.605598	fast	14	standard	low	low	standard	0	0	0
8	autism	0	0	0.532393	25	200	0.997131	0.509919	1	0	0.640194	0.027698	0.321286	fast	18	predictable	low	none	structured	0	0	1
11	dyslexia	0	0.698254	0	14	71	0.869586	0.082649	1	1	0.59249	0.026907	0.455569	medium	20	slow	medium	low	small	1	1	0
18	autism	0	0	0.631426	38	200	0.929392	0.517683	1	1	0.857826	0.191686	0.723175	slow	14	predictable	low	none	structured	0	0	1
18	dyslexia	0	0.803998	0	19	86	0.36257	0.58756	0	1	0.192946	0.236477	0.806185	medium	20	slow	medium	low	small	1	1	0
8	neurotypical	0	0	0	24	211	0.181661	0.287476	0	0	0.744947	0.577115	0.061734	slow	14	standard	low	low	standard	0	0	0
17	neurotypical	0	0	0	35	208	0.331145	0.578411	1	1	0.418695	0.16228	0.454302	slow	14	standard	low	low	standard	0	0	0
13	autism	0	0	0.59343	15	200	0.953951	0.921035	1	1	0.580446	0.315929	0.025736	fast	18	predictable	low	none	structured	0	0	1
12	dyslexia	0	0.647555	0	19	74	0.381943	0.779206	0	1	0.365967	0.593899	0.922843	slow	18	slow	medium	low	small	1	1	0
7	autism	0	0	0.909279	7	200	0.933261	0.550761	1	1	0.856756	0.970636	0.661304	slow	18	predictable	low	none	structured	0	0	1
10	neurotypical	0	0	0	33	241	0.641907	0.302094	0	1	0.297434	0.072973	0.059913	medium	14	standard	low	low	standard	0	0	0
13	dyslexia	0	0.641978	0	19	116	0.788303	0.915199	0	1	0.212854	0.679657	0.720204	fast	22	slow	medium	low	small	1	1	0
18	combined	0.7561	0.479004	0	10	115	0.292333	0.869107	0	1	0.678915	0.377189	0.467758	slow	20	fast	high	medium	micro	1	1	0
8	dyslexia	0	0.840806	0	13	111	0.594694	0.088967	1	1	0.093273	0.695252	0.061833	medium	22	slow	medium	low	small	1	1	0
6	dyslexia	0	0.600597	0	17	73	0.922894	0.762803	1	1	0.992694	0.70847	0.38374	slow	22	slow	medium	low	small	1	1	0
10	dyslexia	0	0.943202	0	10	65	0.281756	0.21063	1	1	0.687497	0.852913	0.505409	medium	22	slow	medium	low	small	1	1	0
13	neurotypical	0	0	0	41	195	0.597476	0.13516	0	0	0.594204	0.908347	0.823555	fast	14	standard	low	low	standard	0	0	0
13	combined	0.406268	0.536675	0	5	109	0.315832	0.750042	1	1	0.560546	0.076191	0.969429	fast	18	fast	high	medium	micro	1	1	0
6	combined	0.359221	0.586839	0	9	87	0.430421	0.365291	0	1	0.872714	0.824757	0.462508	slow	20	fast	high	medium	micro	1	1	0
10	dyslexia	0	0.45684	0	15	77	0.265155	0.29732	1	1	0.624572	0.957941	0.717707	fast	18	slow	medium	low	small	1	1	0
18	ADHD	0.689042	0	0	4	142	0.918473	0.763064	0	1	0.993455	0.908433	0.198459	slow	16	fast	high	high	micro	0	0	0
15	dyslexia	0	0.685743	0	20	86	0.601632	0.731382	0	1	0.194687	0.231624	0.972063	slow	20	slow	medium	low	small	1	1	0
14	combined	0.407572	0.441158	0	3	106	0.466815	0.879076	1	0	0.090049	0.393242	0.457231	slow	20	fast	high	medium	micro	1	1	0
18	ADHD	0.679851	0	0	2	136	0.02129	0.091437	1	1	0.525954	0.730386	0.226078	medium	16	fast	high	high	micro	0	0	0
12	autism	0	0	0.781441	28	200	0.962372	0.990687	0	0	0.653524	0.027495	0.188566	slow	18	predictable	low	none	structured	0	0	1
8	ADHD	0.640057	0	0	4	159	0.340406	0.104028	1	0	0.933864	0.777855	0.941398	fast	16	fast	high	high	micro	0	0	0
6	autism	0	0	0.804005	32	200	0.941849	0.850602	0	0	0.916863	0.386752	0.091128	slow	16	predictable	low	none	structured	0	0	1
18	dyslexia	0	0.969208	0	16	92	0.471015	0.987366	0	1	0.587363	0.013793	0.215743	slow	20	slow	medium	low	small	1	1	0
14	combined	0.720006	0.388743	0	3	95	0.984312	0.082967	0	1	0.820027	0.885624	0.510905	slow	20	fast	high	medium	micro	1	1	0

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