KDD Cup (Imbalanced: buffer_overflow vs back) data set 1: Description. An imbalanced version of the KDD Cup data set, where the possitive examples belong to the class buffer_overflow and the negative examples belong to the class back. 2: Type. Imbalanced 3: Origin. Laboratory 4: Instances. 2233 5: Features. 41 6: Classes. 2 7: Missing values. No 8: IR: 73,43 9: Header. @relation kddcup-buffer_overflow_vs_back @attribute Atr-0 real [0.0, 58329.0] @attribute Atr-1 {icmp, tcp, udp} @attribute Atr-2 {auth, bgp, courier, csnet_ns, ctf, daytime, discard, domain, domain_u, echo, eco_i, ecr_i, efs, exec, finger, ftp, ftp_data, gopher, hostnames, http, http_443, imap4, IRC, iso_tsap, klogin, kshell, ldap, link, login, mtp, name, netbios_dgm, netbios_ns, netbios_ssn, netstat, nnsp, nntp, ntp_u, other, pm_dump, pop_2, pop_3, printer, private, red_i, remote_job, rje, shell, smtp, sql_net, ssh, sunrpc, supdup, systat, telnet, tftp_u, time, tim_i, urh_i, urp_i, uucp, uucp_path, vmnet, whois, X11, Z39_50} @attribute Atr-3 {OTH, REJ, RSTO, RSTOS0, RSTR, S0, S1, S2, S3, SF, SH} @attribute Atr-4 real [0.0, 6.9337564E8] @attribute Atr-5 real [0.0, 5155468.0] @attribute Atr-6 {0, 1} @attribute Atr-7 {0, 1, 3} @attribute Atr-8 {0, 1, 2, 3} @attribute Atr-9 real [0.0, 30.0] @attribute Atr-10 {0, 1, 2, 3, 4, 5} @attribute Atr-11 {0, 1} @attribute Atr-12 real [0.0, 884.0] @attribute Atr-13 {0, 1} @attribute Atr-14 {0, 1, 2} @attribute Atr-15 real [0.0, 993.0] @attribute Atr-16 real [0.0, 28.0] @attribute Atr-17 {0, 1, 2} @attribute Atr-18 {0, 1, 2, 3, 4, 6, 8} @attribute Atr-19 {0} @attribute Atr-20 {0} @attribute Atr-21 {0, 1} @attribute Atr-22 real [0.0, 511.0] @attribute Atr-23 real [0.0, 511.0] @attribute Atr-24 real [0.0, 1.0] @attribute Atr-25 real [0.0, 1.0] @attribute Atr-26 real [0.0, 1.0] @attribute Atr-27 real [0.0, 1.0] @attribute Atr-28 real [0.0, 1.0] @attribute Atr-29 real [0.0, 1.0] @attribute Atr-30 real [0.0, 1.0] @attribute Atr-31 real [0.0, 255.0] @attribute Atr-32 real [0.0, 255.0] @attribute Atr-33 real [0.0, 1.0] @attribute Atr-34 real [0.0, 1.0] @attribute Atr-35 real [0.0, 1.0] @attribute Atr-36 real [0.0, 1.0] @attribute Atr-37 real [0.0, 1.0] @attribute Atr-38 real [0.0, 1.0] @attribute Atr-39 real [0.0, 1.0] @attribute Atr-40 real [0.0, 1.0] @attribute Class {positive, negative} @inputs Atr-0, Atr-1, Atr-2, Atr-3, Atr-4, Atr-5, Atr-6, Atr-7, Atr-8, Atr-9, Atr-10, Atr-11, Atr-12, Atr-13, Atr-14, Atr-15, Atr-16, Atr-17, Atr-18, Atr-19, Atr-20, Atr-21, Atr-22, Atr-23, Atr-24, Atr-25, Atr-26, Atr-27, Atr-28, Atr-29, Atr-30, Atr-31, Atr-32, Atr-33, Atr-34, Atr-35, Atr-36, Atr-37, Atr-38, Atr-39, Atr-40 @outputs Class