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Sorting-Algorithms-Performance-Metrics

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Split (1)

train · 903 rows

run int64 1 101	algorithm stringclasses 9 values	array_size int64 1k 1k	execution_time_ms float64 8.61 2.01k	memory_usage_kb float64 0.2 1.53k	comparison_count int64 441 500k
98	Merge Sort	1,000	15.801	24.688	8,745
99	Merge Sort	1,000	15.388	24.695	8,717
100	Merge Sort	1,000	15.843	24.688	8,707
1	Quick Sort	1,000	17.848	40.719	10,472
2	Quick Sort	1,000	15.385	52.573	10,803
3	Quick Sort	1,000	14.371	44.344	10,845
4	Quick Sort	1,000	14.096	42.656	10,685
5	Quick Sort	1,000	16.089	47.297	10,881
6	Quick Sort	1,000	14.233	48.547	10,924
7	Quick Sort	1,000	14.313	42.969	10,660
8	Quick Sort	1,000	14.08	45.312	10,678
9	Quick Sort	1,000	14.91	46.883	11,145
10	Quick Sort	1,000	14.79	52.766	11,475
11	Quick Sort	1,000	13.176	37.078	9,890
12	Quick Sort	1,000	14.007	43.242	10,661
13	Quick Sort	1,000	14.052	39.477	10,637
14	Quick Sort	1,000	15.255	52.578	11,840
15	Quick Sort	1,000	13.935	44.039	10,662
16	Quick Sort	1,000	15.854	37.445	10,272
17	Quick Sort	1,000	13.793	38.469	10,301
18	Quick Sort	1,000	14.312	55.156	11,139
19	Quick Sort	1,000	13.592	40.578	10,466
20	Quick Sort	1,000	13.78	41.68	10,134
21	Quick Sort	1,000	14.004	45.719	10,550
22	Quick Sort	1,000	13.974	48.055	10,905
23	Quick Sort	1,000	14.167	48.852	10,998
24	Quick Sort	1,000	15.399	59.617	12,289
25	Quick Sort	1,000	14.51	49.773	10,983
26	Quick Sort	1,000	15.006	57.25	11,719
27	Quick Sort	1,000	14.922	44.195	11,257
28	Quick Sort	1,000	15.821	60.812	12,095
29	Quick Sort	1,000	13.474	36.664	10,211
30	Quick Sort	1,000	14.245	37.93	10,561
31	Quick Sort	1,000	15.865	52.367	11,523
32	Quick Sort	1,000	14.571	52.039	10,980
33	Quick Sort	1,000	15.093	54.938	11,549
34	Quick Sort	1,000	14.767	46.414	10,551
35	Quick Sort	1,000	13.726	38.211	10,095
36	Quick Sort	1,000	14.704	50.867	11,056
37	Quick Sort	1,000	14.637	40.531	11,005
38	Quick Sort	1,000	15.208	49.516	11,846
39	Quick Sort	1,000	14.85	54.938	11,712
40	Quick Sort	1,000	15.139	54.273	11,699
41	Quick Sort	1,000	13.844	43.516	10,537
42	Quick Sort	1,000	16.139	47.375	10,769
43	Quick Sort	1,000	15.817	53.727	12,106
44	Quick Sort	1,000	14.866	49.617	11,387
45	Quick Sort	1,000	13.782	33.734	10,209
46	Quick Sort	1,000	16.317	58.125	12,160
47	Quick Sort	1,000	14.455	37.742	10,411
48	Quick Sort	1,000	16.352	69.555	12,820
49	Quick Sort	1,000	14.115	44.695	10,404
50	Quick Sort	1,000	17.056	45.039	11,180
51	Quick Sort	1,000	13.844	41.414	10,295
52	Quick Sort	1,000	13.667	36.43	10,186
53	Quick Sort	1,000	15.359	60.094	12,032
54	Quick Sort	1,000	14.745	54.328	11,366
55	Quick Sort	1,000	14.555	41.305	11,045
56	Quick Sort	1,000	15.74	47.055	12,100
57	Quick Sort	1,000	13.765	40.031	10,269
58	Quick Sort	1,000	15.057	49.703	11,614
59	Quick Sort	1,000	14.425	41.188	10,463
60	Quick Sort	1,000	15.595	41.609	11,261
61	Quick Sort	1,000	15.128	51.922	11,112
62	Quick Sort	1,000	14.607	48.25	10,815
63	Quick Sort	1,000	14.388	40.031	10,596
64	Quick Sort	1,000	14.467	47.805	10,911
65	Quick Sort	1,000	14.23	42.102	10,331
66	Quick Sort	1,000	13.685	40.227	10,033
67	Quick Sort	1,000	15.252	61.031	12,034
68	Quick Sort	1,000	14.958	53.969	11,662
69	Quick Sort	1,000	14.459	42.016	10,823
70	Quick Sort	1,000	14.467	45.109	11,069
71	Quick Sort	1,000	14.514	41.656	11,231
72	Quick Sort	1,000	14.102	46.453	10,631
73	Quick Sort	1,000	13.524	37.539	10,241
74	Quick Sort	1,000	14.707	49.594	11,479
75	Quick Sort	1,000	13.686	37.727	10,323
76	Quick Sort	1,000	14.804	39.742	11,275
77	Quick Sort	1,000	14.357	38.727	10,975
78	Quick Sort	1,000	13.481	36.688	10,272
79	Quick Sort	1,000	14.876	55.422	11,692
80	Quick Sort	1,000	14.096	47.328	10,671
81	Quick Sort	1,000	14.246	41.219	10,900
82	Quick Sort	1,000	13.341	39.18	9,844
83	Quick Sort	1,000	15.11	48.062	11,410
84	Quick Sort	1,000	15.005	56.523	11,742
85	Quick Sort	1,000	13.793	43.297	10,390
86	Quick Sort	1,000	14.83	53.18	11,635
87	Quick Sort	1,000	14.381	47.586	11,083
88	Quick Sort	1,000	13.647	35.711	10,334
89	Quick Sort	1,000	15.468	49.039	11,972
90	Quick Sort	1,000	14.434	45.945	10,930
91	Quick Sort	1,000	14.049	42.164	10,600
92	Quick Sort	1,000	13.996	45.367	10,902
93	Quick Sort	1,000	13.967	49.086	10,760
94	Quick Sort	1,000	13.802	40.945	10,646
95	Quick Sort	1,000	15.209	57.211	11,819
96	Quick Sort	1,000	13.791	38.742	10,465
97	Quick Sort	1,000	15.014	56.656	11,507

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