-
Notifications
You must be signed in to change notification settings - Fork 0
/
datasets.json
135 lines (134 loc) · 5.56 KB
/
datasets.json
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
[
{
"authors": ["Elena Ikonomovska", "João Gama", "Sašo Džeroski"],
"title" : "Airlines",
"description":"Online tree-based ensembles and option trees for regression on evolving data streams",
"conference":"Neurocomputing",
"volume":"Volume 150",
"pages":"470",
"topics":["Online learning","Data streams","Online regression trees","Option trees","Online ensembles","Online random forests"],
"download":"https://www.sciencedirect.com/science/article/pii/S0925231214012338?via%3Dihub",
"year":"2014"
},
{
"authors": ["M. Harries", "University of New South Wales"],
"title" : "Elec",
"description": "Splice-2 Comparative Evaluation: Electricity Pricing.",
"conference": "technical_report",
"volume": "",
"pages": "",
"topics": ["Classification", "Stream"],
"download" : "https://maxhalford.github.io/files/datasets/electricity.zip",
"year": 1999
},
{
"authors": ["V. Souza", " D.M.D. Reis", "A.G. Maletzke", "G.E. Batista"],
"title" : "Insects (abrupt balanced)",
"description": "Challenges in Benchmarking Stream Learning Algorithms with Real-world Data",
"conference": "Data Min Knowl Disc",
"volume": "Volume 34",
"pages": "1805–1858",
"topics": ["Classification", "Stream"],
"download" : "http://sites.labic.icmc.usp.br/vsouza/repository/creme/INSECTS-abrupt_balanced_norm.arff",
"year": 2020
},
{
"authors": ["V. Souza", " D.M.D. Reis", "A.G. Maletzke", "G.E. Batista"],
"title" : "Insects (abrupt imbalanced)",
"description": "Challenges in Benchmarking Stream Learning Algorithms with Real-world Data",
"conference": "Data Min Knowl Disc",
"volume": "Volume 34",
"pages": "1805–1858",
"topics": ["Classification", "Stream"],
"download" : "http://sites.labic.icmc.usp.br/vsouza/repository/creme/INSECTS-abrupt_imbalanced_norm.arff",
"year": 2020
},
{
"authors": ["V. Souza", " D.M.D. Reis", "A.G. Maletzke", "G.E. Batista"],
"title" : "Insects (gradual balanced)",
"description": "Challenges in Benchmarking Stream Learning Algorithms with Real-world Data",
"conference": "Data Min Knowl Disc",
"volume": "Volume 34",
"pages": "1805–1858",
"topics": ["Classification", "Stream"],
"download" : "http://sites.labic.icmc.usp.br/vsouza/repository/creme/INSECTS-gradual_balanced_norm.arff",
"year": 2020
},
{
"authors": ["V. Souza", " D.M.D. Reis", "A.G. Maletzke", "G.E. Batista"],
"title" : "Insects (gradual imbalanced)",
"description": "Challenges in Benchmarking Stream Learning Algorithms with Real-world Data",
"conference": "Data Min Knowl Disc",
"volume": "Volume 34",
"pages": "1805–1858",
"topics": ["Classification", "Stream"],
"download" : "http://sites.labic.icmc.usp.br/vsouza/repository/creme/INSECTS-gradual_imbalanced_norm.arff",
"year": 2020
}
,{
"authors": ["V. Souza", " D.M.D. Reis", "A.G. Maletzke", "G.E. Batista"],
"title" : "Insects (incremental-abrupt balanced)",
"description": "Challenges in Benchmarking Stream Learning Algorithms with Real-world Data",
"conference": "Data Min Knowl Disc",
"volume": "Volume 34",
"pages": "1805–1858",
"topics": ["Classification", "Stream"],
"download" : "http://sites.labic.icmc.usp.br/vsouza/repository/creme/INSECTS-incremental-abrupt_balanced_norm.arff",
"year": 2020
},
{
"authors": ["V. Souza", " D.M.D. Reis", "A.G. Maletzke", "G.E. Batista"],
"title" : "Insects (incremental-abrupt imbalanced)",
"description": "Challenges in Benchmarking Stream Learning Algorithms with Real-world Data",
"conference": "Data Min Knowl Disc",
"volume": "34",
"pages": "1805–1858",
"topics": ["Classification", "Stream"],
"download" : "http://sites.labic.icmc.usp.br/vsouza/repository/creme/INSECTS-incremental-abrupt_imbalanced_norm.arff",
"year": 2020
},
{
"authors": ["V. Souza", " D.M.D. Reis", "A.G. Maletzke", "G.E. Batista"],
"title" : "Insects (incremental-reoccurring balanced)",
"description": "Challenges in Benchmarking Stream Learning Algorithms with Real-world Data",
"conference": "Data Min Knowl Disc",
"volume": "34",
"pages": "1805–1858",
"topics": ["Classification", "Stream"],
"download" : "http://sites.labic.icmc.usp.br/vsouza/repository/creme/INSECTS-incremental-reoccurring_balanced_norm.arff",
"year": 2020
},
{
"authors": ["V. Souza", " D.M.D. Reis", "A.G. Maletzke", "G.E. Batista"],
"title" : "Insects (incremental-reoccurring imbalanced)",
"description": "Challenges in Benchmarking Stream Learning Algorithms with Real-world Data",
"conference": "Data Min Knowl Disc",
"volume": "34",
"pages": "1805–1858",
"topics": ["Classification", "Stream"],
"download" : "http://sites.labic.icmc.usp.br/vsouza/repository/creme/INSECTS-incremental-reoccurring_imbalanced_norm.arff",
"year": 2020
},
{
"authors": ["V. Souza", " D.M.D. Reis", "A.G. Maletzke", "G.E. Batista"],
"title" : "Insects (incremental out-of-control)",
"description": "Challenges in Benchmarking Stream Learning Algorithms with Real-world Data",
"conference": "Data Min Knowl Disc",
"volume": "34",
"pages": "1805–1858",
"topics": ["Classification", "Stream"],
"download" : "http://sites.labic.icmc.usp.br/vsouza/repository/creme/INSECTS-out-of-control_norm.arff",
"year": 2020
},
{
"authors": ["Stony Brook University"],
"title": "KDD",
"description" : "KDD competition",
"conference": "",
"volume": "",
"pages": "",
"topics": ["Classification", "Stream", "Anomaly Detection"],
"download" : "https://maxhalford.github.io/files/datasets/kdd99_http.zip",
"year": 1999
}
]