Dataset

Buse

The Buse and Weimer dataset contains 100 Java snippets. Each snippet has 121 human readability ratings on a 1–5 scale; the target is their arithmetic mean.

Official dataset source

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Samples 100

Samples

Click a sample ID to inspect scores and feature contributions. Load the official ZIP above to view source code.


Buse/1	2.99	0.395	n/a	0.685	0.718	3	8.67	11	0.577	10
Buse/2	3.74	0.036	n/a	0.453	0.414	6	13	14	0.433	10
Buse/3	2.69	0.004	0.335	0.181	0.062	6	12.33	15	0.442	6
Buse/4	4.03	0.971	0.923	0.795	0.729	5	15.33	17	0.619	13
Buse/5	4.19	0.705	0.878	0.763	0.737	5	17.67	18	0.602	9
Buse/6	2.19	0.725	0.793	0.752	0.621	5	7.67	6.67	0.496	4
Buse/7	3.63	0.24	0.928	0.81	0.432	4	9.33	13.33	0.67	11
Buse/8	2.86	0.046	0.525	0.22	0.212	4	14.33	15.33	0.429	4
Buse/9	4.13	0.331	0.875	0.595	0.853	5	14.33	12.33	0.598	10
Buse/10	3.35	0.169	0.873	0.847	0.629	4	15	14	0.557	12
Buse/11	3.64	0.838	n/a	0.776	0.597	4	15.67	18	0.591	7
Buse/12	3.54	0.89	0.584	0.729	0.743	3	8	18.67	0.52	7
Buse/13	3.04	0.001	0.595	0.363	0.83	8	9	12	0.507	10
Buse/14	4.05	0.686	0.828	0.886	0.66	5	16.33	17.33	0.577	11
Buse/15	1.83	0.001	n/a	0.196	0.281	3	17.33	18	0.315	5
Buse/16	2.9	0.435	0.549	0.548	0.635	4	15.67	18	0.565	5
Buse/17	3.74	0.221	n/a	0.511	0.62	5	10	14.67	0.371	7
Buse/18	2.47	0.007	0.353	0.747	0.468	4	5.33	15.33	0.32	7
Buse/19	3.55	0.527	0.795	0.81	0.806	4	15	15.67	0.547	9
Buse/20	3.26	0.65	0.564	0.558	0.334	3	18	19	0.418	4
Buse/21	3.73	0.819	0.753	0.809	0.651	4	2.67	10.67	0.587	5
Buse/22	2.74	0.086	0.607	0.639	0.126	4	9.33	15.67	0.513	8
Buse/23	3.93	0.006	0.543	0.299	0.729	6	17.67	17	0.599	7
Buse/24	3.48	0.749	0.783	0.792	0.608	5	13	15	0.681	7
Buse/25	2.1	0	0.348	0.123	0.024	5	9.67	12	0.149	7
Buse/26	2.39	0.008	n/a	0.386	0.565	4	10.33	11.67	0.447	8
Buse/27	3.75	0.072	0.799	0.765	0.332	4	17	16.67	0.601	7
Buse/28	2.87	0.002	0.48	0.422	0.484	7	13.67	14.33	0.43	7
Buse/29	3.94	0.973	n/a	0.869	0.672	3	7.67	16.67	0.674	4
Buse/30	2.79	0.138	0.615	0.518	0.038	5	13.33	13.67	0.543	10
Buse/31	3.26	0.177	0.599	0.561	0.358	5	15	17.67	0.447	10
Buse/32	4.22	0.383	0.841	0.566	0.687	4	18.33	17	0.735	7
Buse/33	4.02	0.932	0.896	0.661	0.463	4	13.33	18	0.723	10
Buse/34	4.35	0.927	0.812	0.829	0.564	3	17	19	0.632	9
Buse/35	2.01	0.021	0.518	0.514	0.036	4	12.67	15.33	0.536	11
Buse/36	2.55	0.032	n/a	0.797	0.571	4	14.67	17	0.412	6
Buse/37	2.58	0	n/a	0.171	0.238	6	13	17.33	0.404	9
Buse/38	2.78	0.05	0.655	0.561	0.545	5	14.67	16.33	0.472	6
Buse/39	2.97	0.247	n/a	0.574	0.503	3	15.33	17	0.388	5
Buse/40	2.91	0.292	0.767	0.743	0.396	4	15.33	15	0.622	11
Buse/41	2.42	0.499	0.836	0.633	0.649	3	10	10.67	0.492	6
Buse/42	3.08	0.075	0.666	0.584	0.464	6	14.33	10.33	0.516	6
Buse/43	3.29	0.269	0.541	0.362	0.579	4	12.67	17	0.424	4
Buse/44	4.07	0.925	0.864	0.795	0.667	4	10.67	15.33	0.603	5
Buse/45	3.84	0.037	n/a	0.308	0.616	3	17.33	19	0.417	4
Buse/46	3.76	0.929	0.856	0.791	0.586	4	16	16.33	0.72	11
Buse/47	3.88	0.665	0.849	0.705	0.851	4	16	17	0.657	10
Buse/48	3.93	0.93	0.888	0.831	0.808	4	16	17.67	0.75	10
Buse/49	4.05	0.945	0.772	0.638	0.653	4	17	12.33	0.612	10
Buse/50	4.17	0.862	0.768	0.69	0.667	6	16.33	12.67	0.619	8
Buse/51	3.92	0.262	0.786	0.632	0.679	5	17.33	17	0.674	7
Buse/52	2.64	0.02	n/a	0.133	0.56	3	13	18	0.21	5
Buse/53	2.73	0.018	n/a	0.723	0.363	4	12	15.67	0.52	6
Buse/54	3.6	0.856	0.819	0.823	0.493	3	18	19	0.554	7
Buse/55	2.72	0.227	n/a	0.194	0.015	5	11.67	12.67	0.446	8
Buse/56	3.61	0.574	0.83	0.742	0.69	4	16.67	17.67	0.745	8
Buse/57	3.6	0.301	n/a	0.34	0.799	3	12	18.33	0.425	5
Buse/58	2.41	0.07	n/a	0.569	0.147	3	15	18	0.466	4
Buse/59	3.83	0.433	0.65	0.614	0.692	4	16.67	17.33	0.489	7
Buse/60	3.88	0.927	0.835	0.653	0.715	3	17.67	20	0.659	4
Buse/61	3.78	0.359	n/a	0.842	0.654	3	11.67	16.67	0.453	6
Buse/62	3.47	0.536	n/a	0.617	0.659	4	6.33	12.67	0.333	5
Buse/63	2.65	0.089	0.52	0.559	0.324	5	15	15.33	0.474	6
Buse/64	3.6	0.619	n/a	0.615	0.355	4	10.33	16.33	0.469	5
Buse/65	3.21	0.027	n/a	0.503	0.342	5	13	15	0.399	5
Buse/66	2.6	0.034	n/a	0.124	0.261	3	17	18	0.135	6
Buse/67	4.02	0.743	0.833	0.831	0.728	5	15.33	15	0.732	13
Buse/68	3.36	0.346	0.628	0.656	0.545	4	12	17.33	0.591	5
Buse/69	2.93	0.305	n/a	0.582	0.551	3	14.67	18	0.485	5
Buse/70	2.4	0	0.372	0.171	0.203	5	16.33	17	0.286	7
Buse/71	3.69	0.736	0.911	0.692	0.747	6	16.67	16	0.716	11
Buse/72	2.86	0.021	0.426	0.105	0.294	5	11.67	12.33	0.405	8
Buse/73	3.38	0.105	0.642	0.506	0.223	5	12	17	0.42	6
Buse/74	3.81	0.51	n/a	0.546	0.299	4	10	16	0.475	6
Buse/75	3.4	0.225	0.877	0.776	0.594	5	10.33	13.33	0.565	12
Buse/76	3.49	0.595	n/a	0.405	0.752	3	16	19	0.305	5
Buse/77	2.73	0.049	n/a	0.115	0.345	3	14	17	0.191	7
Buse/78	2.3	0.001	n/a	0.134	0.112	5	16.67	17.33	0.294	5
Buse/79	3.35	0.042	n/a	0.376	0.298	6	17.33	18	0.39	11
Buse/80	4.15	0.991	0.941	0.862	0.669	4	16.67	17	0.754	11
Buse/81	3.93	0.686	0.86	0.834	0.718	6	13.67	15	0.731	13
Buse/82	4	0.746	n/a	0.568	0.701	4	14.67	18	0.641	7
Buse/83	2.77	0.001	0.46	0.387	0.489	8	16.33	17	0.406	8
Buse/84	3.94	0.958	n/a	0.791	0.443	3	14	18	0.626	7
Buse/85	3.6	0.145	0.857	0.693	0.829	5	17	17.67	0.606	11
Buse/86	2.64	0.012	0.86	0.311	0.585	4	7.67	9.33	0.336	10
Buse/87	2.88	0.002	0.779	0.425	0.354	6	8.33	10.33	0.299	7
Buse/88	3.23	0.357	0.675	0.671	0.635	5	13.67	15	0.577	6
Buse/89	4.29	0.965	0.887	0.883	0.685	3	15.67	14.67	0.76	11
Buse/90	3.36	0.001	0.389	0.281	0.5	7	14	12	0.345	9
Buse/91	2.09	0	0.214	0.23	0.401	6	7	5.67	0.297	7
Buse/92	3.36	0.732	0.689	0.808	0.401	3	12.67	11.67	0.541	11
Buse/93	2.36	0.001	n/a	0.475	0.442	8	14.67	15	0.554	12
Buse/94	4.07	0.949	n/a	0.777	0.692	4	12.67	13.33	0.514	7
Buse/95	3.19	0.649	n/a	0.41	0.69	3	12	19.33	0.296	4
Buse/96	3.81	0.756	0.892	0.898	0.687	4	17	16.33	0.644	10
Buse/97	2.91	0.006	0.771	0.234	0.594	6	10.67	15.33	0.543	9
Buse/98	3.01	0.038	0.624	0.408	0.572	5	14.67	18	0.292	4
Buse/99	2.96	0.012	n/a	0.509	0.504	4	12	17	0.43	12
Buse/100	2.13	0	0.253	0.097	0.007	7	15.33	13.33	0.157	8