KDD Cup 1999 Data
Donated on 12/31/1998
This is the data set used for The Third International Knowledge Discovery and Data Mining Tools Competition, which was held in conjunction with KDD-99
Dataset Characteristics
Multivariate
Subject Area
Computer Science
Associated Tasks
Classification
Feature Type
Categorical, Integer
# Instances
4000000
# Features
-
Dataset Information
Additional Information
Please see task description.
Has Missing Values?
No
Variables Table
| Variable Name | Role | Type | Description | Units | Missing Values |
|---|---|---|---|---|---|
| no | |||||
| no | |||||
| no | |||||
| no | |||||
| no | |||||
| no | |||||
| no | |||||
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| no |
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Dataset Files
| File | Size |
|---|---|
| task.html | 10 KB |
| kddcup99.html | 2.4 KB |
| kddcup.names | 1.3 KB |
| typo-correction.txt | 825 Bytes |
| training_attack_types | 272 Bytes |
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Download (6.8 KB)
Install the ucimlrepo package
pip install ucimlrepo
Import the dataset into your code
View the full documentationfrom ucimlrepo import fetch_ucirepo # fetch dataset kdd_cup_1999_data = fetch_ucirepo(id=130) # data (as pandas dataframes) X = kdd_cup_1999_data.data.features y = kdd_cup_1999_data.data.targets # metadata print(kdd_cup_1999_data.metadata) # variable information print(kdd_cup_1999_data.variables)
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Citation
Stolfo, S., Fan, W., Lee, W., Prodromidis, A., & Chan, P. (1999). KDD Cup 1999 Data [Dataset]. UCI Machine Learning Repository. https://doi.org/10.24432/C51C7N.
Style:
Creators
Salvatore Stolfo
Wei Fan
Wenke Lee
Andreas Prodromidis
Philip Chan
DOI
License
This dataset is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license.
This allows for the sharing and adaptation of the datasets for any purpose, provided that the appropriate credit is given.