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enron

active ARFF Publicly available Visibility: public Uploaded 14-03-2019 by Rodriguez
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Multi-label dataset. The UC Berkeley enron4 dataset represents a subset of the original enron5 dataset and consists of 1684 cases of emails with 21 labels and 1001 predictor variables.

1054 features

A.A8 (target)	nominal	2 unique values 0 missing
C.C9 (target)	nominal	2 unique values 0 missing
B.B12 (target)	nominal	2 unique values 0 missing
C.C11 (target)	nominal	2 unique values 0 missing
C.C5 (target)	nominal	2 unique values 0 missing
C.C7 (target)	nominal	2 unique values 0 missing
B.B2 (target)	nominal	2 unique values 0 missing
B.B3 (target)	nominal	2 unique values 0 missing
D.D16 (target)	nominal	2 unique values 0 missing
A.A7 (target)	nominal	2 unique values 0 missing
D.D1 (target)	nominal	2 unique values 0 missing
A.A4 (target)	nominal	2 unique values 0 missing
C.C2 (target)	nominal	2 unique values 0 missing
A.A3 (target)	nominal	2 unique values 0 missing
A.A1 (target)	nominal	2 unique values 0 missing
D.D9 (target)	nominal	2 unique values 0 missing
D.D19 (target)	nominal	2 unique values 0 missing
B.B8 (target)	nominal	2 unique values 0 missing
D.D12 (target)	nominal	2 unique values 0 missing
D.D6 (target)	nominal	2 unique values 0 missing
C.C8 (target)	nominal	2 unique values 0 missing
A.A6 (target)	nominal	2 unique values 0 missing
B.B9 (target)	nominal	2 unique values 0 missing
A.A5 (target)	nominal	2 unique values 0 missing
C.C10 (target)	nominal	2 unique values 0 missing
B.B1 (target)	nominal	2 unique values 0 missing
D.D5 (target)	nominal	2 unique values 0 missing
B.B11 (target)	nominal	2 unique values 0 missing
D.D2 (target)	nominal	2 unique values 0 missing
B.B4 (target)	nominal	2 unique values 0 missing
D.D15 (target)	nominal	2 unique values 0 missing
C.C4 (target)	nominal	2 unique values 0 missing
D.D8 (target)	nominal	2 unique values 0 missing
B.B6 (target)	nominal	2 unique values 0 missing
D.D3 (target)	nominal	2 unique values 0 missing
D.D13 (target)	nominal	2 unique values 0 missing
D.D7 (target)	nominal	2 unique values 0 missing
C.C12 (target)	nominal	2 unique values 0 missing
B.B7 (target)	nominal	2 unique values 0 missing
C.C6 (target)	nominal	2 unique values 0 missing
B.B5 (target)	nominal	2 unique values 0 missing
D.D11 (target)	nominal	2 unique values 0 missing
A.A2 (target)	nominal	2 unique values 0 missing
C.C3 (target)	nominal	2 unique values 0 missing
D.D10 (target)	nominal	2 unique values 0 missing
D.D18 (target)	nominal	2 unique values 0 missing
B.B13 (target)	nominal	2 unique values 0 missing
D.D17 (target)	nominal	2 unique values 0 missing
B.B10 (target)	nominal	2 unique values 0 missing
C.C1 (target)	nominal	2 unique values 0 missing
D.D4 (target)	nominal	2 unique values 0 missing
C.C13 (target)	nominal	2 unique values 0 missing
D.D14 (target)	nominal	2 unique values 0 missing
X0	nominal	2 unique values 0 missing
X00	nominal	2 unique values 0 missing
X000	nominal	2 unique values 0 missing
X01	nominal	2 unique values 0 missing
X02	nominal	2 unique values 0 missing
X03	nominal	2 unique values 0 missing
X04	nominal	2 unique values 0 missing
X05	nominal	2 unique values 0 missing
X06	nominal	2 unique values 0 missing
X07	nominal	2 unique values 0 missing
X08	nominal	2 unique values 0 missing
X09	nominal	2 unique values 0 missing
X1	nominal	2 unique values 0 missing
X10	nominal	2 unique values 0 missing
X100	nominal	2 unique values 0 missing
X11	nominal	2 unique values 0 missing
X12	nominal	2 unique values 0 missing
X13	nominal	2 unique values 0 missing
X14	nominal	2 unique values 0 missing
X15	nominal	2 unique values 0 missing
X16	nominal	2 unique values 0 missing
X17	nominal	2 unique values 0 missing
X18	nominal	2 unique values 0 missing
X19	nominal	2 unique values 0 missing
X1999	nominal	2 unique values 0 missing
X2	nominal	2 unique values 0 missing
X20	nominal	2 unique values 0 missing
X200	nominal	2 unique values 0 missing
X2000	nominal	2 unique values 0 missing
X2001	nominal	2 unique values 0 missing
X2002	nominal	2 unique values 0 missing
X20a	nominal	2 unique values 0 missing
X20and	nominal	2 unique values 0 missing
X20as	nominal	2 unique values 0 missing
X20at	nominal	2 unique values 0 missing
X20but	nominal	2 unique values 0 missing
X20by	nominal	2 unique values 0 missing
X20california	nominal	2 unique values 0 missing
X20davis	nominal	2 unique values 0 missing
X20edison	nominal	2 unique values 0 missing
X20electricity	nominal	2 unique values 0 missing
X20energy	nominal	2 unique values 0 missing
X20for	nominal	2 unique values 0 missing
X20from	nominal	2 unique values 0 missing
X20in	nominal	2 unique values 0 missing
X20it	nominal	2 unique values 0 missing
X20of	nominal	2 unique values 0 missing
X20on	nominal	2 unique values 0 missing
X20pg	nominal	2 unique values 0 missing
X20power	nominal	2 unique values 0 missing
X20prices	nominal	2 unique values 0 missing
X20said	nominal	2 unique values 0 missing
X20state	nominal	2 unique values 0 missing
X20that	nominal	2 unique values 0 missing
X20the	nominal	2 unique values 0 missing
X20they	nominal	2 unique values 0 missing
X20this	nominal	2 unique values 0 missing
X20to	nominal	2 unique values 0 missing
X20utilities	nominal	2 unique values 0 missing
X21	nominal	2 unique values 0 missing
X22	nominal	2 unique values 0 missing
X23	nominal	2 unique values 0 missing
X24	nominal	2 unique values 0 missing
X25	nominal	2 unique values 0 missing
X26	nominal	2 unique values 0 missing
X27	nominal	2 unique values 0 missing
X28	nominal	2 unique values 0 missing
X29	nominal	2 unique values 0 missing
X3	nominal	2 unique values 0 missing
X30	nominal	2 unique values 0 missing
X31	nominal	2 unique values 0 missing
X3d	nominal	2 unique values 0 missing
X4	nominal	2 unique values 0 missing
X40	nominal	2 unique values 0 missing
X45	nominal	2 unique values 0 missing
X5	nominal	2 unique values 0 missing
X50	nominal	2 unique values 0 missing
X500	nominal	2 unique values 0 missing
X6	nominal	2 unique values 0 missing
X60	nominal	2 unique values 0 missing
X600	nominal	2 unique values 0 missing
X7	nominal	2 unique values 0 missing
X713	nominal	2 unique values 0 missing
X8	nominal	2 unique values 0 missing
X9	nominal	2 unique values 0 missing
X90	nominal	2 unique values 0 missing
ability	nominal	2 unique values 0 missing
abraham	nominal	2 unique values 0 missing
access	nominal	2 unique values 0 missing
account	nominal	2 unique values 0 missing
act	nominal	2 unique values 0 missing
action	nominal	2 unique values 0 missing
actions	nominal	2 unique values 0 missing
add	nominal	2 unique values 0 missing
added	nominal	2 unique values 0 missing
addition	nominal	2 unique values 0 missing
additional	nominal	2 unique values 0 missing
address	nominal	2 unique values 0 missing
administration	nominal	2 unique values 0 missing
aes	nominal	2 unique values 0 missing
affairs	nominal	2 unique values 0 missing
agencies	nominal	2 unique values 0 missing
agency	nominal	2 unique values 0 missing
ago	nominal	2 unique values 0 missing
agree	nominal	2 unique values 0 missing
agreed	nominal	2 unique values 0 missing
agreement	nominal	2 unique values 0 missing
agreements	nominal	2 unique values 0 missing
ahead	nominal	2 unique values 0 missing
air	nominal	2 unique values 0 missing
al	nominal	2 unique values 0 missing
alan	nominal	2 unique values 0 missing
alert	nominal	2 unique values 0 missing
allowed	nominal	2 unique values 0 missing
alternative	nominal	2 unique values 0 missing
america	nominal	2 unique values 0 missing
american	nominal	2 unique values 0 missing
amount	nominal	2 unique values 0 missing
amto	nominal	2 unique values 0 missing
analysis	nominal	2 unique values 0 missing
analyst	nominal	2 unique values 0 missing
analysts	nominal	2 unique values 0 missing
angeles	nominal	2 unique values 0 missing
announced	nominal	2 unique values 0 missing
announcement	nominal	2 unique values 0 missing
annual	nominal	2 unique values 0 missing
aol	nominal	2 unique values 0 missing
ap	nominal	2 unique values 0 missing
approach	nominal	2 unique values 0 missing
approval	nominal	2 unique values 0 missing
approve	nominal	2 unique values 0 missing
approved	nominal	2 unique values 0 missing
april	nominal	2 unique values 0 missing
area	nominal	2 unique values 0 missing
areas	nominal	2 unique values 0 missing
article	nominal	2 unique values 0 missing
asked	nominal	2 unique values 0 missing
assembly	nominal	2 unique values 0 missing
assets	nominal	2 unique values 0 missing
association	nominal	2 unique values 0 missing
attached	nominal	2 unique values 0 missing
attorney	nominal	2 unique values 0 missing
august	nominal	2 unique values 0 missing
authority	nominal	2 unique values 0 missing
average	nominal	2 unique values 0 missing
avoid	nominal	2 unique values 0 missing
back	nominal	2 unique values 0 missing
bad	nominal	2 unique values 0 missing
bank	nominal	2 unique values 0 missing
bankruptcy	nominal	2 unique values 0 missing
based	nominal	2 unique values 0 missing
basis	nominal	2 unique values 0 missing
bay	nominal	2 unique values 0 missing
beach	nominal	2 unique values 0 missing
bee	nominal	2 unique values 0 missing
began	nominal	2 unique values 0 missing
begin	nominal	2 unique values 0 missing
beginning	nominal	2 unique values 0 missing
behalf	nominal	2 unique values 0 missing
believes	nominal	2 unique values 0 missing
bid	nominal	2 unique values 0 missing
big	nominal	2 unique values 0 missing
biggest	nominal	2 unique values 0 missing
bill	nominal	2 unique values 0 missing
billion	nominal	2 unique values 0 missing
billions	nominal	2 unique values 0 missing
bills	nominal	2 unique values 0 missing
bin	nominal	2 unique values 0 missing
biomass	nominal	2 unique values 0 missing
blackout	nominal	2 unique values 0 missing
blackouts	nominal	2 unique values 0 missing
block	nominal	2 unique values 0 missing
board	nominal	2 unique values 0 missing
bob	nominal	2 unique values 0 missing
bond	nominal	2 unique values 0 missing
bonds	nominal	2 unique values 0 missing
border	nominal	2 unique values 0 missing
bought	nominal	2 unique values 0 missing
bring	nominal	2 unique values 0 missing
budget	nominal	2 unique values 0 missing
build	nominal	2 unique values 0 missing
building	nominal	2 unique values 0 missing
built	nominal	2 unique values 0 missing
bush	nominal	2 unique values 0 missing
business	nominal	2 unique values 0 missing
businesses	nominal	2 unique values 0 missing
buy	nominal	2 unique values 0 missing
buying	nominal	2 unique values 0 missing
ca	nominal	2 unique values 0 missing
cal	nominal	2 unique values 0 missing
calenergy	nominal	2 unique values 0 missing
calif	nominal	2 unique values 0 missing
california	nominal	2 unique values 0 missing
californians	nominal	2 unique values 0 missing
call	nominal	2 unique values 0 missing
called	nominal	2 unique values 0 missing
calls	nominal	2 unique values 0 missing
calpine	nominal	2 unique values 0 missing
campaign	nominal	2 unique values 0 missing
cap	nominal	2 unique values 0 missing
capacity	nominal	2 unique values 0 missing
capitol	nominal	2 unique values 0 missing
caps	nominal	2 unique values 0 missing
case	nominal	2 unique values 0 missing
cash	nominal	2 unique values 0 missing
cc	nominal	2 unique values 0 missing
center	nominal	2 unique values 0 missing
cents	nominal	2 unique values 0 missing
ceo	nominal	2 unique values 0 missing
cgi	nominal	2 unique values 0 missing
chairman	nominal	2 unique values 0 missing
chance	nominal	2 unique values 0 missing
change	nominal	2 unique values 0 missing
changed	nominal	2 unique values 0 missing
charge	nominal	2 unique values 0 missing
charged	nominal	2 unique values 0 missing
cheney	nominal	2 unique values 0 missing
chief	nominal	2 unique values 0 missing
chris	nominal	2 unique values 0 missing
chron	nominal	2 unique values 0 missing
chronicle	nominal	2 unique values 0 missing
city	nominal	2 unique values 0 missing
clear	nominal	2 unique values 0 missing
close	nominal	2 unique values 0 missing
closed	nominal	2 unique values 0 missing
coal	nominal	2 unique values 0 missing
coming	nominal	2 unique values 0 missing
comment	nominal	2 unique values 0 missing
comments	nominal	2 unique values 0 missing
commercial	nominal	2 unique values 0 missing
commission	nominal	2 unique values 0 missing
commissioner	nominal	2 unique values 0 missing
commissioners	nominal	2 unique values 0 missing
committee	nominal	2 unique values 0 missing
communications	nominal	2 unique values 0 missing
companies	nominal	2 unique values 0 missing
company	nominal	2 unique values 0 missing
competition	nominal	2 unique values 0 missing
competitive	nominal	2 unique values 0 missing
concern	nominal	2 unique values 0 missing
concerned	nominal	2 unique values 0 missing
concerns	nominal	2 unique values 0 missing
conference	nominal	2 unique values 0 missing
confidential	nominal	2 unique values 0 missing
congress	nominal	2 unique values 0 missing
connell	nominal	2 unique values 0 missing
conservation	nominal	2 unique values 0 missing
construction	nominal	2 unique values 0 missing
consumer	nominal	2 unique values 0 missing
consumers	nominal	2 unique values 0 missing
contact	nominal	2 unique values 0 missing
continue	nominal	2 unique values 0 missing
contract	nominal	2 unique values 0 missing
contracts	nominal	2 unique values 0 missing
contributed	nominal	2 unique values 0 missing
control	nominal	2 unique values 0 missing
controls	nominal	2 unique values 0 missing
copy	nominal	2 unique values 0 missing
copyright	nominal	2 unique values 0 missing
corp	nominal	2 unique values 0 missing
corporate	nominal	2 unique values 0 missing
corporation	nominal	2 unique values 0 missing
cost	nominal	2 unique values 0 missing
costs	nominal	2 unique values 0 missing
council	nominal	2 unique values 0 missing
country	nominal	2 unique values 0 missing
county	nominal	2 unique values 0 missing
court	nominal	2 unique values 0 missing
cover	nominal	2 unique values 0 missing
cpuc	nominal	2 unique values 0 missing
create	nominal	2 unique values 0 missing
credit	nominal	2 unique values 0 missing
creditors	nominal	2 unique values 0 missing
crisis	nominal	2 unique values 0 missing
critical	nominal	2 unique values 0 missing
critics	nominal	2 unique values 0 missing
current	nominal	2 unique values 0 missing
customer	nominal	2 unique values 0 missing
customers	nominal	2 unique values 0 missing
cut	nominal	2 unique values 0 missing
daily	nominal	2 unique values 0 missing
dan	nominal	2 unique values 0 missing
dasovich	nominal	2 unique values 0 missing
data	nominal	2 unique values 0 missing
date	nominal	2 unique values 0 missing
dave	nominal	2 unique values 0 missing
david	nominal	2 unique values 0 missing
davis	nominal	2 unique values 0 missing
day	nominal	2 unique values 0 missing
days	nominal	2 unique values 0 missing
deal	nominal	2 unique values 0 missing
deals	nominal	2 unique values 0 missing
debt	nominal	2 unique values 0 missing
debts	nominal	2 unique values 0 missing
december	nominal	2 unique values 0 missing
decide	nominal	2 unique values 0 missing
decided	nominal	2 unique values 0 missing
decision	nominal	2 unique values 0 missing
demand	nominal	2 unique values 0 missing
democratic	nominal	2 unique values 0 missing
democrats	nominal	2 unique values 0 missing
denne	nominal	2 unique values 0 missing
department	nominal	2 unique values 0 missing
deregulation	nominal	2 unique values 0 missing
designed	nominal	2 unique values 0 missing
details	nominal	2 unique values 0 missing
determine	nominal	2 unique values 0 missing
development	nominal	2 unique values 0 missing
didn	nominal	2 unique values 0 missing
diego	nominal	2 unique values 0 missing
difficult	nominal	2 unique values 0 missing
direct	nominal	2 unique values 0 missing
director	nominal	2 unique values 0 missing
discuss	nominal	2 unique values 0 missing
discussion	nominal	2 unique values 0 missing
distribution	nominal	2 unique values 0 missing
district	nominal	2 unique values 0 missing
doc	nominal	2 unique values 0 missing
document	nominal	2 unique values 0 missing
documents	nominal	2 unique values 0 missing
doesn	nominal	2 unique values 0 missing
dollar	nominal	2 unique values 0 missing
dollars	nominal	2 unique values 0 missing
don	nominal	2 unique values 0 missing
dow	nominal	2 unique values 0 missing
draft	nominal	2 unique values 0 missing
drive	nominal	2 unique values 0 missing
drop	nominal	2 unique values 0 missing
due	nominal	2 unique values 0 missing
duke	nominal	2 unique values 0 missing
dwr	nominal	2 unique values 0 missing
dynegy	nominal	2 unique values 0 missing
earlier	nominal	2 unique values 0 missing
early	nominal	2 unique values 0 missing
east	nominal	2 unique values 0 missing
economic	nominal	2 unique values 0 missing
economy	nominal	2 unique values 0 missing
ect	nominal	2 unique values 0 missing
ed	nominal	2 unique values 0 missing
edison	nominal	2 unique values 0 missing
edition	nominal	2 unique values 0 missing
ees	nominal	2 unique values 0 missing
effect	nominal	2 unique values 0 missing
efficient	nominal	2 unique values 0 missing
effort	nominal	2 unique values 0 missing
efforts	nominal	2 unique values 0 missing
el	nominal	2 unique values 0 missing
electric	nominal	2 unique values 0 missing
electrical	nominal	2 unique values 0 missing
electricity	nominal	2 unique values 0 missing
elizabeth	nominal	2 unique values 0 missing
email	nominal	2 unique values 0 missing
emergencies	nominal	2 unique values 0 missing
emergency	nominal	2 unique values 0 missing
emissions	nominal	2 unique values 0 missing
employee	nominal	2 unique values 0 missing
employees	nominal	2 unique values 0 missing
end	nominal	2 unique values 0 missing
energy	nominal	2 unique values 0 missing
enron	nominal	2 unique values 0 missing
enroncc	nominal	2 unique values 0 missing
enronxgate	nominal	2 unique values 0 missing
ensure	nominal	2 unique values 0 missing
entire	nominal	2 unique values 0 missing
environmental	nominal	2 unique values 0 missing
er	nominal	2 unique values 0 missing
es	nominal	2 unique values 0 missing
estimated	nominal	2 unique values 0 missing
evidence	nominal	2 unique values 0 missing
exchange	nominal	2 unique values 0 missing
executive	nominal	2 unique values 0 missing
executives	nominal	2 unique values 0 missing
existing	nominal	2 unique values 0 missing
expect	nominal	2 unique values 0 missing
expected	nominal	2 unique values 0 missing
expense	nominal	2 unique values 0 missing
experts	nominal	2 unique values 0 missing
face	nominal	2 unique values 0 missing
facilities	nominal	2 unique values 0 missing
fact	nominal	2 unique values 0 missing
failed	nominal	2 unique values 0 missing
failure	nominal	2 unique values 0 missing
fair	nominal	2 unique values 0 missing
fall	nominal	2 unique values 0 missing
february	nominal	2 unique values 0 missing
federal	nominal	2 unique values 0 missing
feel	nominal	2 unique values 0 missing
feinstein	nominal	2 unique values 0 missing
ferc	nominal	2 unique values 0 missing
file	nominal	2 unique values 0 missing
filed	nominal	2 unique values 0 missing
filing	nominal	2 unique values 0 missing
final	nominal	2 unique values 0 missing
finance	nominal	2 unique values 0 missing
financial	nominal	2 unique values 0 missing
find	nominal	2 unique values 0 missing
fire	nominal	2 unique values 0 missing
fired	nominal	2 unique values 0 missing
firm	nominal	2 unique values 0 missing
firms	nominal	2 unique values 0 missing
focus	nominal	2 unique values 0 missing
follow	nominal	2 unique values 0 missing
force	nominal	2 unique values 0 missing
forced	nominal	2 unique values 0 missing
form	nominal	2 unique values 0 missing
forward	nominal	2 unique values 0 missing
forwarded	nominal	2 unique values 0 missing
found	nominal	2 unique values 0 missing
francisco	nominal	2 unique values 0 missing
frank	nominal	2 unique values 0 missing
free	nominal	2 unique values 0 missing
fri	nominal	2 unique values 0 missing
friday	nominal	2 unique values 0 missing
fuel	nominal	2 unique values 0 missing
full	nominal	2 unique values 0 missing
fully	nominal	2 unique values 0 missing
fund	nominal	2 unique values 0 missing
future	nominal	2 unique values 0 missing
fw	nominal	2 unique values 0 missing
gary	nominal	2 unique values 0 missing
gas	nominal	2 unique values 0 missing
gave	nominal	2 unique values 0 missing
ge	nominal	2 unique values 0 missing
general	nominal	2 unique values 0 missing
generate	nominal	2 unique values 0 missing
generating	nominal	2 unique values 0 missing
generation	nominal	2 unique values 0 missing
generator	nominal	2 unique values 0 missing
generators	nominal	2 unique values 0 missing
george	nominal	2 unique values 0 missing
give	nominal	2 unique values 0 missing
good	nominal	2 unique values 0 missing
gop	nominal	2 unique values 0 missing
gov	nominal	2 unique values 0 missing
government	nominal	2 unique values 0 missing
governor	nominal	2 unique values 0 missing
gray	nominal	2 unique values 0 missing
great	nominal	2 unique values 0 missing
greater	nominal	2 unique values 0 missing
greg	nominal	2 unique values 0 missing
grid	nominal	2 unique values 0 missing
group	nominal	2 unique values 0 missing
groups	nominal	2 unique values 0 missing
growing	nominal	2 unique values 0 missing
growth	nominal	2 unique values 0 missing
half	nominal	2 unique values 0 missing
hand	nominal	2 unique values 0 missing
hard	nominal	2 unique values 0 missing
haven	nominal	2 unique values 0 missing
head	nominal	2 unique values 0 missing
health	nominal	2 unique values 0 missing
heard	nominal	2 unique values 0 missing
hearing	nominal	2 unique values 0 missing
hearings	nominal	2 unique values 0 missing
heat	nominal	2 unique values 0 missing
hebert	nominal	2 unique values 0 missing
held	nominal	2 unique values 0 missing
high	nominal	2 unique values 0 missing
higher	nominal	2 unique values 0 missing
hit	nominal	2 unique values 0 missing
hold	nominal	2 unique values 0 missing
home	nominal	2 unique values 0 missing
homes	nominal	2 unique values 0 missing
hope	nominal	2 unique values 0 missing
hot	nominal	2 unique values 0 missing
hou	nominal	2 unique values 0 missing
hour	nominal	2 unique values 0 missing
hours	nominal	2 unique values 0 missing
house	nominal	2 unique values 0 missing
houston	nominal	2 unique values 0 missing
http	nominal	2 unique values 0 missing
huge	nominal	2 unique values 0 missing
idea	nominal	2 unique values 0 missing
image	nominal	2 unique values 0 missing
immediately	nominal	2 unique values 0 missing
impact	nominal	2 unique values 0 missing
important	nominal	2 unique values 0 missing
include	nominal	2 unique values 0 missing
included	nominal	2 unique values 0 missing
including	nominal	2 unique values 0 missing
increase	nominal	2 unique values 0 missing
increased	nominal	2 unique values 0 missing
increases	nominal	2 unique values 0 missing
independent	nominal	2 unique values 0 missing
india	nominal	2 unique values 0 missing
industrial	nominal	2 unique values 0 missing
industry	nominal	2 unique values 0 missing
information	nominal	2 unique values 0 missing
institute	nominal	2 unique values 0 missing
intended	nominal	2 unique values 0 missing
interest	nominal	2 unique values 0 missing
international	nominal	2 unique values 0 missing
investigation	nominal	2 unique values 0 missing
investment	nominal	2 unique values 0 missing
investor	nominal	2 unique values 0 missing
investors	nominal	2 unique values 0 missing
involved	nominal	2 unique values 0 missing
isn	nominal	2 unique values 0 missing
iso	nominal	2 unique values 0 missing
issue	nominal	2 unique values 0 missing
issued	nominal	2 unique values 0 missing
issues	nominal	2 unique values 0 missing
james	nominal	2 unique values 0 missing
jan	nominal	2 unique values 0 missing
january	nominal	2 unique values 0 missing
jeff	nominal	2 unique values 0 missing
jim	nominal	2 unique values 0 missing
job	nominal	2 unique values 0 missing
joe	nominal	2 unique values 0 missing
john	nominal	2 unique values 0 missing
jones	nominal	2 unique values 0 missing
jose	nominal	2 unique values 0 missing
joseph	nominal	2 unique values 0 missing
judge	nominal	2 unique values 0 missing
july	nominal	2 unique values 0 missing
june	nominal	2 unique values 0 missing
kaminski	nominal	2 unique values 0 missing
karen	nominal	2 unique values 0 missing
kean	nominal	2 unique values 0 missing
ken	nominal	2 unique values 0 missing
kevin	nominal	2 unique values 0 missing
key	nominal	2 unique values 0 missing
kilowatt	nominal	2 unique values 0 missing
kind	nominal	2 unique values 0 missing
la	nominal	2 unique values 0 missing
lack	nominal	2 unique values 0 missing
land	nominal	2 unique values 0 missing
language	nominal	2 unique values 0 missing
large	nominal	2 unique values 0 missing
largest	nominal	2 unique values 0 missing
late	nominal	2 unique values 0 missing
law	nominal	2 unique values 0 missing
lawmakers	nominal	2 unique values 0 missing
lay	nominal	2 unique values 0 missing
lead	nominal	2 unique values 0 missing
leaders	nominal	2 unique values 0 missing
leading	nominal	2 unique values 0 missing
leave	nominal	2 unique values 0 missing
left	nominal	2 unique values 0 missing
legal	nominal	2 unique values 0 missing
legislation	nominal	2 unique values 0 missing
legislative	nominal	2 unique values 0 missing
legislators	nominal	2 unique values 0 missing
legislature	nominal	2 unique values 0 missing
letter	nominal	2 unique values 0 missing
level	nominal	2 unique values 0 missing
levels	nominal	2 unique values 0 missing
light	nominal	2 unique values 0 missing
lights	nominal	2 unique values 0 missing
limited	nominal	2 unique values 0 missing
limits	nominal	2 unique values 0 missing
linda	nominal	2 unique values 0 missing
line	nominal	2 unique values 0 missing
lines	nominal	2 unique values 0 missing
list	nominal	2 unique values 0 missing
load	nominal	2 unique values 0 missing
local	nominal	2 unique values 0 missing
lockyer	nominal	2 unique values 0 missing
lon	nominal	2 unique values 0 missing
london	nominal	2 unique values 0 missing
long	nominal	2 unique values 0 missing
longer	nominal	2 unique values 0 missing
los	nominal	2 unique values 0 missing
lost	nominal	2 unique values 0 missing
lot	nominal	2 unique values 0 missing
low	nominal	2 unique values 0 missing
lower	nominal	2 unique values 0 missing
lynch	nominal	2 unique values 0 missing
made	nominal	2 unique values 0 missing
mail	nominal	2 unique values 0 missing
mailto	nominal	2 unique values 0 missing
major	nominal	2 unique values 0 missing
make	nominal	2 unique values 0 missing
makes	nominal	2 unique values 0 missing
making	nominal	2 unique values 0 missing
management	nominal	2 unique values 0 missing
manager	nominal	2 unique values 0 missing
manipulation	nominal	2 unique values 0 missing
mara	nominal	2 unique values 0 missing
march	nominal	2 unique values 0 missing
mark	nominal	2 unique values 0 missing
market	nominal	2 unique values 0 missing
marketing	nominal	2 unique values 0 missing
markets	nominal	2 unique values 0 missing
mary	nominal	2 unique values 0 missing
massey	nominal	2 unique values 0 missing
matter	nominal	2 unique values 0 missing
maviglio	nominal	2 unique values 0 missing
means	nominal	2 unique values 0 missing
measure	nominal	2 unique values 0 missing
media	nominal	2 unique values 0 missing
meet	nominal	2 unique values 0 missing
meeting	nominal	2 unique values 0 missing
megawatt	nominal	2 unique values 0 missing
megawatts	nominal	2 unique values 0 missing
member	nominal	2 unique values 0 missing
members	nominal	2 unique values 0 missing
mercury	nominal	2 unique values 0 missing
message	nominal	2 unique values 0 missing
met	nominal	2 unique values 0 missing
michael	nominal	2 unique values 0 missing
mid	nominal	2 unique values 0 missing
mike	nominal	2 unique values 0 missing
million	nominal	2 unique values 0 missing
millions	nominal	2 unique values 0 missing
minute	nominal	2 unique values 0 missing
minutes	nominal	2 unique values 0 missing
monday	nominal	2 unique values 0 missing
money	nominal	2 unique values 0 missing
month	nominal	2 unique values 0 missing
months	nominal	2 unique values 0 missing
morning	nominal	2 unique values 0 missing
move	nominal	2 unique values 0 missing
mr	nominal	2 unique values 0 missing
municipal	nominal	2 unique values 0 missing
mw	nominal	2 unique values 0 missing
na	nominal	2 unique values 0 missing
nation	nominal	2 unique values 0 missing
national	nominal	2 unique values 0 missing
natural	nominal	2 unique values 0 missing
needed	nominal	2 unique values 0 missing
negotiations	nominal	2 unique values 0 missing
net	nominal	2 unique values 0 missing
network	nominal	2 unique values 0 missing
nevada	nominal	2 unique values 0 missing
news	nominal	2 unique values 0 missing
newswires	nominal	2 unique values 0 missing
ng	nominal	2 unique values 0 missing
north	nominal	2 unique values 0 missing
northern	nominal	2 unique values 0 missing
northwest	nominal	2 unique values 0 missing
note	nominal	2 unique values 0 missing
notice	nominal	2 unique values 0 missing
november	nominal	2 unique values 0 missing
number	nominal	2 unique values 0 missing
ny	nominal	2 unique values 0 missing
october	nominal	2 unique values 0 missing
offer	nominal	2 unique values 0 missing
offered	nominal	2 unique values 0 missing
office	nominal	2 unique values 0 missing
officer	nominal	2 unique values 0 missing
officials	nominal	2 unique values 0 missing
oil	nominal	2 unique values 0 missing
online	nominal	2 unique values 0 missing
open	nominal	2 unique values 0 missing
operate	nominal	2 unique values 0 missing
operating	nominal	2 unique values 0 missing
operation	nominal	2 unique values 0 missing
operations	nominal	2 unique values 0 missing
operator	nominal	2 unique values 0 missing
opportunity	nominal	2 unique values 0 missing
opposed	nominal	2 unique values 0 missing
order	nominal	2 unique values 0 missing
ordered	nominal	2 unique values 0 missing
org	nominal	2 unique values 0 missing
organization	nominal	2 unique values 0 missing
original	nominal	2 unique values 0 missing
outages	nominal	2 unique values 0 missing
output	nominal	2 unique values 0 missing
owed	nominal	2 unique values 0 missing
owned	nominal	2 unique values 0 missing
owns	nominal	2 unique values 0 missing
pacific	nominal	2 unique values 0 missing
page	nominal	2 unique values 0 missing
paid	nominal	2 unique values 0 missing
palmer	nominal	2 unique values 0 missing
panel	nominal	2 unique values 0 missing
parent	nominal	2 unique values 0 missing
part	nominal	2 unique values 0 missing
parties	nominal	2 unique values 0 missing
party	nominal	2 unique values 0 missing
paso	nominal	2 unique values 0 missing
pass	nominal	2 unique values 0 missing
passed	nominal	2 unique values 0 missing
past	nominal	2 unique values 0 missing
paul	nominal	2 unique values 0 missing
pay	nominal	2 unique values 0 missing
paying	nominal	2 unique values 0 missing
payment	nominal	2 unique values 0 missing
payments	nominal	2 unique values 0 missing
peak	nominal	2 unique values 0 missing
people	nominal	2 unique values 0 missing
percent	nominal	2 unique values 0 missing
period	nominal	2 unique values 0 missing
peter	nominal	2 unique values 0 missing
pg	nominal	2 unique values 0 missing
phone	nominal	2 unique values 0 missing
pipeline	nominal	2 unique values 0 missing
place	nominal	2 unique values 0 missing
plan	nominal	2 unique values 0 missing
planned	nominal	2 unique values 0 missing
planning	nominal	2 unique values 0 missing
plans	nominal	2 unique values 0 missing
plant	nominal	2 unique values 0 missing
plants	nominal	2 unique values 0 missing
pm	nominal	2 unique values 0 missing
pmto	nominal	2 unique values 0 missing
point	nominal	2 unique values 0 missing
points	nominal	2 unique values 0 missing
policies	nominal	2 unique values 0 missing
policy	nominal	2 unique values 0 missing
political	nominal	2 unique values 0 missing
pollution	nominal	2 unique values 0 missing
position	nominal	2 unique values 0 missing
potential	nominal	2 unique values 0 missing
power	nominal	2 unique values 0 missing
preliminary	nominal	2 unique values 0 missing
president	nominal	2 unique values 0 missing
press	nominal	2 unique values 0 missing
pressure	nominal	2 unique values 0 missing
price	nominal	2 unique values 0 missing
prices	nominal	2 unique values 0 missing
pricing	nominal	2 unique values 0 missing
private	nominal	2 unique values 0 missing
problem	nominal	2 unique values 0 missing
problems	nominal	2 unique values 0 missing
procedures	nominal	2 unique values 0 missing
process	nominal	2 unique values 0 missing
produce	nominal	2 unique values 0 missing
producers	nominal	2 unique values 0 missing
production	nominal	2 unique values 0 missing
profit	nominal	2 unique values 0 missing
profits	nominal	2 unique values 0 missing
program	nominal	2 unique values 0 missing
programs	nominal	2 unique values 0 missing
project	nominal	2 unique values 0 missing
projects	nominal	2 unique values 0 missing
proposal	nominal	2 unique values 0 missing
proposals	nominal	2 unique values 0 missing
proposed	nominal	2 unique values 0 missing
protection	nominal	2 unique values 0 missing
provide	nominal	2 unique values 0 missing
provided	nominal	2 unique values 0 missing
providers	nominal	2 unique values 0 missing
public	nominal	2 unique values 0 missing
published	nominal	2 unique values 0 missing
puc	nominal	2 unique values 0 missing
purchase	nominal	2 unique values 0 missing
purchased	nominal	2 unique values 0 missing
purchases	nominal	2 unique values 0 missing
purchasing	nominal	2 unique values 0 missing
push	nominal	2 unique values 0 missing
put	nominal	2 unique values 0 missing
px	nominal	2 unique values 0 missing
qf	nominal	2 unique values 0 missing
qfs	nominal	2 unique values 0 missing
qualifying	nominal	2 unique values 0 missing
quality	nominal	2 unique values 0 missing
question	nominal	2 unique values 0 missing
questions	nominal	2 unique values 0 missing
quickly	nominal	2 unique values 0 missing
raise	nominal	2 unique values 0 missing
raised	nominal	2 unique values 0 missing
rate	nominal	2 unique values 0 missing
ratepayers	nominal	2 unique values 0 missing
rates	nominal	2 unique values 0 missing
rating	nominal	2 unique values 0 missing
reach	nominal	2 unique values 0 missing
reached	nominal	2 unique values 0 missing
real	nominal	2 unique values 0 missing
reason	nominal	2 unique values 0 missing
reasonable	nominal	2 unique values 0 missing
reasons	nominal	2 unique values 0 missing
receive	nominal	2 unique values 0 missing
received	nominal	2 unique values 0 missing
recent	nominal	2 unique values 0 missing
recently	nominal	2 unique values 0 missing
record	nominal	2 unique values 0 missing
reduce	nominal	2 unique values 0 missing
refund	nominal	2 unique values 0 missing
refunds	nominal	2 unique values 0 missing
region	nominal	2 unique values 0 missing
regional	nominal	2 unique values 0 missing
register	nominal	2 unique values 0 missing
regulation	nominal	2 unique values 0 missing
regulators	nominal	2 unique values 0 missing
regulatory	nominal	2 unique values 0 missing
related	nominal	2 unique values 0 missing
release	nominal	2 unique values 0 missing
released	nominal	2 unique values 0 missing
reliability	nominal	2 unique values 0 missing
reliant	nominal	2 unique values 0 missing
remain	nominal	2 unique values 0 missing
remains	nominal	2 unique values 0 missing
renewable	nominal	2 unique values 0 missing
rep	nominal	2 unique values 0 missing
report	nominal	2 unique values 0 missing
reported	nominal	2 unique values 0 missing
reports	nominal	2 unique values 0 missing
republican	nominal	2 unique values 0 missing
republicans	nominal	2 unique values 0 missing
request	nominal	2 unique values 0 missing
require	nominal	2 unique values 0 missing
required	nominal	2 unique values 0 missing
research	nominal	2 unique values 0 missing
reserved	nominal	2 unique values 0 missing
reserves	nominal	2 unique values 0 missing
residential	nominal	2 unique values 0 missing
residents	nominal	2 unique values 0 missing
resources	nominal	2 unique values 0 missing
response	nominal	2 unique values 0 missing
responsible	nominal	2 unique values 0 missing
rest	nominal	2 unique values 0 missing
result	nominal	2 unique values 0 missing
retail	nominal	2 unique values 0 missing
return	nominal	2 unique values 0 missing
revenue	nominal	2 unique values 0 missing
review	nominal	2 unique values 0 missing
richard	nominal	2 unique values 0 missing
rick	nominal	2 unique values 0 missing
rights	nominal	2 unique values 0 missing
rise	nominal	2 unique values 0 missing
risk	nominal	2 unique values 0 missing
rmr	nominal	2 unique values 0 missing
robert	nominal	2 unique values 0 missing
role	nominal	2 unique values 0 missing
rolling	nominal	2 unique values 0 missing
room	nominal	2 unique values 0 missing
rto	nominal	2 unique values 0 missing
rules	nominal	2 unique values 0 missing
ruling	nominal	2 unique values 0 missing
run	nominal	2 unique values 0 missing
running	nominal	2 unique values 0 missing
sacramento	nominal	2 unique values 0 missing
sale	nominal	2 unique values 0 missing
sales	nominal	2 unique values 0 missing
san	nominal	2 unique values 0 missing
santa	nominal	2 unique values 0 missing
sarah	nominal	2 unique values 0 missing
save	nominal	2 unique values 0 missing
savings	nominal	2 unique values 0 missing
sce	nominal	2 unique values 0 missing
scheduled	nominal	2 unique values 0 missing
school	nominal	2 unique values 0 missing
scott	nominal	2 unique values 0 missing
sdg	nominal	2 unique values 0 missing
secretary	nominal	2 unique values 0 missing
section	nominal	2 unique values 0 missing
securities	nominal	2 unique values 0 missing
seeking	nominal	2 unique values 0 missing
sell	nominal	2 unique values 0 missing
selling	nominal	2 unique values 0 missing
sempra	nominal	2 unique values 0 missing
sen	nominal	2 unique values 0 missing
senate	nominal	2 unique values 0 missing
send	nominal	2 unique values 0 missing
senior	nominal	2 unique values 0 missing
september	nominal	2 unique values 0 missing
service	nominal	2 unique values 0 missing
services	nominal	2 unique values 0 missing
set	nominal	2 unique values 0 missing
settlement	nominal	2 unique values 0 missing
sfo	nominal	2 unique values 0 missing
shapiro	nominal	2 unique values 0 missing
share	nominal	2 unique values 0 missing
shares	nominal	2 unique values 0 missing
short	nominal	2 unique values 0 missing
shortage	nominal	2 unique values 0 missing
shortages	nominal	2 unique values 0 missing
show	nominal	2 unique values 0 missing
shut	nominal	2 unique values 0 missing
side	nominal	2 unique values 0 missing
sign	nominal	2 unique values 0 missing
signed	nominal	2 unique values 0 missing
significant	nominal	2 unique values 0 missing
similar	nominal	2 unique values 0 missing
simply	nominal	2 unique values 0 missing
site	nominal	2 unique values 0 missing
situation	nominal	2 unique values 0 missing
skilling	nominal	2 unique values 0 missing
small	nominal	2 unique values 0 missing
smith	nominal	2 unique values 0 missing
soaring	nominal	2 unique values 0 missing
socal	nominal	2 unique values 0 missing
solar	nominal	2 unique values 0 missing
sold	nominal	2 unique values 0 missing
solution	nominal	2 unique values 0 missing
source	nominal	2 unique values 0 missing
sources	nominal	2 unique values 0 missing
south	nominal	2 unique values 0 missing
southern	nominal	2 unique values 0 missing
specific	nominal	2 unique values 0 missing
spending	nominal	2 unique values 0 missing
spent	nominal	2 unique values 0 missing
spokesman	nominal	2 unique values 0 missing
spokeswoman	nominal	2 unique values 0 missing
spot	nominal	2 unique values 0 missing
staff	nominal	2 unique values 0 missing
stage	nominal	2 unique values 0 missing
standard	nominal	2 unique values 0 missing
stanford	nominal	2 unique values 0 missing
start	nominal	2 unique values 0 missing
started	nominal	2 unique values 0 missing
state	nominal	2 unique values 0 missing
statement	nominal	2 unique values 0 missing
states	nominal	2 unique values 0 missing
stay	nominal	2 unique values 0 missing
steffes	nominal	2 unique values 0 missing
step	nominal	2 unique values 0 missing
steve	nominal	2 unique values 0 missing
steven	nominal	2 unique values 0 missing
stock	nominal	2 unique values 0 missing
stop	nominal	2 unique values 0 missing
story	nominal	2 unique values 0 missing
strategy	nominal	2 unique values 0 missing
street	nominal	2 unique values 0 missing
strong	nominal	2 unique values 0 missing
structure	nominal	2 unique values 0 missing
study	nominal	2 unique values 0 missing
subject	nominal	2 unique values 0 missing
suggested	nominal	2 unique values 0 missing
summer	nominal	2 unique values 0 missing
suppliers	nominal	2 unique values 0 missing
supplies	nominal	2 unique values 0 missing
supply	nominal	2 unique values 0 missing
support	nominal	2 unique values 0 missing
surplus	nominal	2 unique values 0 missing
susan	nominal	2 unique values 0 missing
system	nominal	2 unique values 0 missing
systems	nominal	2 unique values 0 missing
taking	nominal	2 unique values 0 missing
talk	nominal	2 unique values 0 missing
talking	nominal	2 unique values 0 missing
talks	nominal	2 unique values 0 missing
tax	nominal	2 unique values 0 missing
taxpayers	nominal	2 unique values 0 missing
team	nominal	2 unique values 0 missing
technology	nominal	2 unique values 0 missing
temporary	nominal	2 unique values 0 missing
term	nominal	2 unique values 0 missing
terms	nominal	2 unique values 0 missing
texas	nominal	2 unique values 0 missing
thing	nominal	2 unique values 0 missing
things	nominal	2 unique values 0 missing
thought	nominal	2 unique values 0 missing
thursday	nominal	2 unique values 0 missing
tim	nominal	2 unique values 0 missing
time	nominal	2 unique values 0 missing
times	nominal	2 unique values 0 missing
today	nominal	2 unique values 0 missing
told	nominal	2 unique values 0 missing
tom	nominal	2 unique values 0 missing
tomorrow	nominal	2 unique values 0 missing
top	nominal	2 unique values 0 missing
total	nominal	2 unique values 0 missing
trade	nominal	2 unique values 0 missing
traders	nominal	2 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1702

Number of instances (rows) of the dataset.

NumberOfFeatures

1054

Number of attributes (columns) of the dataset.

NumberOfClasses

Number of distinct values of the target attribute (if it is nominal).

NumberOfMissingValues

Number of missing values in the dataset.

NumberOfInstancesWithMissingValues

Number of instances with at least one value missing.

NumberOfNumericFeatures

Number of numeric attributes.

NumberOfSymbolicFeatures

1054

Number of nominal attributes.

Quartile1MutualInformation

First quartile of mutual information between the nominal attributes and the target attribute.

PercentageOfBinaryFeatures

100

Percentage of binary attributes.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

PercentageOfMissingValues

Percentage of missing values.

PercentageOfNumericFeatures

Percentage of numeric attributes.

PercentageOfSymbolicFeatures

100

Percentage of nominal attributes.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile1KurtosisOfNumericAtts

First quartile of kurtosis among attributes of the numeric type.

Quartile1MeansOfNumericAtts

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

Standard deviation of the number of distinct values among attributes of the nominal type.

Quartile1SkewnessOfNumericAtts

First quartile of skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

First quartile of standard deviation of attributes of the numeric type.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Quartile2KurtosisOfNumericAtts

Second quartile (Median) of kurtosis among attributes of the numeric type.

Quartile2MeansOfNumericAtts

Second quartile (Median) of means among attributes of the numeric type.

Quartile2MutualInformation

Second quartile (Median) of mutual information between the nominal attributes and the target attribute.

Quartile2SkewnessOfNumericAtts

Second quartile (Median) of skewness among attributes of the numeric type.

Quartile2StdDevOfNumericAtts

Second quartile (Median) of standard deviation of attributes of the numeric type.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

Quartile3KurtosisOfNumericAtts

Third quartile of kurtosis among attributes of the numeric type.

Quartile3MeansOfNumericAtts

Third quartile of means among attributes of the numeric type.

Quartile3MutualInformation

Third quartile of mutual information between the nominal attributes and the target attribute.

Quartile3SkewnessOfNumericAtts

Third quartile of skewness among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

Third quartile of standard deviation of attributes of the numeric type.

AutoCorrelation

Average class difference between consecutive instances.

MeanMeansOfNumericAtts

Mean of means among attributes of the numeric type.

ClassEntropy

Entropy of the target attribute values.

Dimensionality

0.62

Number of attributes divided by the number of instances.

EquivalentNumberOfAtts

Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MajorityClassSize

Number of instances belonging to the most frequent class.

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

Maximum kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

Maximum of means among attributes of the numeric type.

MaxMutualInformation

Maximum mutual information between the nominal attributes and the target attribute.

MaxNominalAttDistinctValues

The maximum number of distinct values among attributes of the nominal type.

MaxSkewnessOfNumericAtts

Maximum skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

Maximum standard deviation of attributes of the numeric type.

MeanAttributeEntropy

Average entropy of the attributes.

MeanKurtosisOfNumericAtts

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

1054

Number of binary attributes.

MeanMutualInformation

Average mutual information between the nominal attributes and the target attribute.

MeanNoiseToSignalRatio

An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.

MeanNominalAttDistinctValues

Average number of distinct values among the attributes of the nominal type.

MeanSkewnessOfNumericAtts

Mean skewness among attributes of the numeric type.

MeanStdDevOfNumericAtts

Mean standard deviation of attributes of the numeric type.

MinAttributeEntropy

Minimal entropy among attributes.

MinKurtosisOfNumericAtts

Minimum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

Minimum of means among attributes of the numeric type.