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TalatIqbal / OilGasConference

2019 Oil and Gas Conference - Data Exploration
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Local Outlier Factor for datasets #2

Open TalatIqbal opened 5 years ago

TalatIqbal commented 5 years ago

Own implementation:

Data set 1 - FD001

k Outliers Time(s)
500 6303 852.48371052742
1000 5580 3239.69033575058
2000 5927 12556.98859500885
3000 6133 28652.175536870956
4000 6386 62578.75808310509
TalatIqbal commented 5 years ago

Data set 2 - FD002

k Outliers Time(s)
500 15057 2210.7056016921997
1000 16137 8350.851608991623
2000 17901 32800.4817006588
3000 19747 85115.44530558586
TalatIqbal commented 5 years ago

Data set 3 - FD003

k Outliers Time(s)
500 7495 1042.9617574214935
1000 6821 3931.8163118362427
2000 5930 15433.188311338425
3000 6437 35189.59254074097
4000 7024 73434.0992963314
TalatIqbal commented 5 years ago

Data set 4 - FD004

k Outliers Time(s)
500 18408 2511.3566811084747
1000 17680 9591.143405675888
2000 19642 37899.09727048874
3000 21687 97401.11243462563