tmc2007 - Cometa

tmc2007

mldr.datasets::get.mldr("tmc2007")

Download Download

Select your download

Full dataset

MULAN/MEKA (.arff) MULAN (.xml) LibSVM KEEL mldr

Partitions: select your desired partitioning strategy, validation and format

	Random	Stratified	Iterative stratified
Hold out	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr
2x5-fold cross validation	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr
10-fold cross validation	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr

Summary

Instances	28596
Attributes	49082
Inputs	49060
Labels	22
Labelsets	1341
Single labelsets	662
Max frequency	2486
Cardinality	2.1579
Density	0.0981
Mean IR	15.1567
SCUMBLE	0.1747
TCS	21.093

Citation

Srivastava, A. N.; Zane-Ulman, B. (2005). Discovering recurring anomalies in text reports regarding complex space systems. In Aerospace Conference, 3853--3862.

@inproceedings{,
  title="Discovering recurring anomalies in text reports regarding complex space systems",
  author="Srivastava, A. N. and Zane-Ulman, B.",
  booktitle="Aerospace Conference",
  pages="3853--3862",
  year="2005",
}

Concurrence plot

In this concurrence plot, sectors represent labels and links between them depict label co-occurrences. SCUMBLE is a measure designed to assess the concurrence among imbalanced labels.

Attributes

all attributes labels

binary 0 binary 00 binary 000 binary 001 binary 0015 binary 002 binary 004 binary 005 binary 006 binary 007 binary 01 binary 010 binary 015 binary 01a binary 01d binary 02 binary 0201 binary 021 binary 021008 binary 022 binary 025 binary 02c binary 03 binary 030 binary 03b binary 03d binary 04 binary 040 binary 043 binary 04b binary 04l binary 05 binary 06 binary 060n binary 0625 binary 066 binary 06mo binary 07 binary 0700 binary 07000w binary 070a binary 075 binary 08 binary 0803 binary 08056 binary 080a binary 080b binary 0813420w binary 08724 binary 08c binary 09 binary 090 binary 0912 binary 099 binary 09a binary 09b binary 09c binary 0a3 binary 0a4 binary 0e0 binary 0f binary 0k binary 0n binary 0su binary 0tx1 binary 1 binary 10 binary 100 binary 1000 binary 10000 binary 10001 binary 10002 binary 10003 binary 10004 binary 10005 binary 10006 binary 10007 binary 10008 binary 10009 binary 1001 binary 10010 binary 10011 binary 10012 binary 10013 binary 10014 binary 10015 binary 10016 binary 10017 binary 10018 binary 10019 binary 1002 binary 10020 binary 10021 binary 10022 binary 10023 binary 10024 binary 10025 binary 10026 binary 10027 binary 10028 binary 10029 binary 1003 binary 10030 binary 10031 binary 10032 binary 10033 binary 10034 binary 10035 binary 10036 binary 10037 binary 10038 binary 10039 binary 1004 binary 10040 binary 10041 binary 10042 binary 10043 binary 10044 binary 10045 binary 10046 binary 10047 binary 10048 binary 10049 binary 1005 binary 10050 binary 10051 binary 10052 binary 10053 binary 10054 binary 10055 binary 10056 binary 10057 binary 10058 binary 10059 binary 1006 binary 10060 binary 10061 binary 10062 binary 10063 binary 10064 binary 10065 binary 10066 binary 10067 binary 10068 binary 10069 binary 1007 binary 10070 binary 10071 binary 10072 binary 10073 binary 10074 binary 10075 binary 10076 binary 10077 binary 10078 binary 10079 binary 1008 binary 10080 binary 10081 binary 10082 binary 10083 binary 10084 binary 10085 binary 10086 binary 10087 binary 10088 binary 10089 binary 1009 binary 10090 binary 10091 binary 10092 binary 10093 binary 10094 binary 10095 binary 10096 binary 10097 binary 10098 binary 10099 binary 100w binary 101 binary 1010 binary 10100 binary 10101 binary 10102 binary 10103 binary 10104 binary 10105 binary 10106 binary 10107 binary 10108 binary 10109 binary 1011 binary 10110 binary 10111 binary 10112 binary 10113 binary 10114 binary 10115 binary 10116 binary 10117

(48882 more attributes)

class01 SCUMBLE 0.3202 class02 SCUMBLE 0.2454 class03 SCUMBLE 0.35 class04 SCUMBLE 0.2766 class05 SCUMBLE 0.1911 class06 SCUMBLE 0.1773 class07 SCUMBLE 0.2063 class08 SCUMBLE 0.1919 class09 SCUMBLE 0.4052 class10 SCUMBLE 0.2721 class11 SCUMBLE 0.3742 class12 SCUMBLE 0.1519 class13 SCUMBLE 0.1948 class14 SCUMBLE 0.3405 class15 SCUMBLE 0.3144 class16 SCUMBLE 0.2769 class17 SCUMBLE 0.4442 class18 SCUMBLE 0.2437 class19 SCUMBLE 0.1858 class20 SCUMBLE 0.347 class21 SCUMBLE 0.1619 class22 SCUMBLE 0.3829

Download this metadata in a machine-friendly format (JSON)