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20_newsgroups.drift

active ARFF Publicly available Visibility: public Uploaded 02-05-2014 by Jan van Rijn
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numbers_binarized	nominal	2 unique values 0 missing
two_binarized	nominal	2 unique values 0 missing
add_binarized	nominal	2 unique values 0 missing
fast_binarized	nominal	2 unique values 0 missing
o_binarized	nominal	2 unique values 0 missing
type_binarized	nominal	2 unique values 0 missing
address_binarized	nominal	2 unique values 0 missing
fax_binarized	nominal	2 unique values 0 missing
objective_binarized	nominal	2 unique values 0 missing
u_binarized	nominal	2 unique values 0 missing
advance_binarized	nominal	2 unique values 0 missing
fbi_binarized	nominal	2 unique values 0 missing
of_binarized	nominal	2 unique values 0 missing
uci_binarized	nominal	2 unique values 0 missing
after_binarized	nominal	2 unique values 0 missing
feel_binarized	nominal	2 unique values 0 missing
off_binarized	nominal	2 unique values 0 missing
ucs_binarized	nominal	2 unique values 0 missing
again_binarized	nominal	2 unique values 0 missing
few_binarized	nominal	2 unique values 0 missing
office_binarized	nominal	2 unique values 0 missing
ucsd_binarized	nominal	2 unique values 0 missing
against_binarized	nominal	2 unique values 0 missing
fi_binarized	nominal	2 unique values 0 missing
often_binarized	nominal	2 unique values 0 missing
udel_binarized	nominal	2 unique values 0 missing
agate_binarized	nominal	2 unique values 0 missing
file_binarized	nominal	2 unique values 0 missing
ogicse_binarized	nominal	2 unique values 0 missing
uiuc_binarized	nominal	2 unique values 0 missing
ago_binarized	nominal	2 unique values 0 missing
files_binarized	nominal	2 unique values 0 missing
oh_binarized	nominal	2 unique values 0 missing
uk_binarized	nominal	2 unique values 0 missing
agree_binarized	nominal	2 unique values 0 missing
find_binarized	nominal	2 unique values 0 missing
ohio-state_binarized	nominal	2 unique values 0 missing
uk>_binarized	nominal	2 unique values 0 missing
all_binarized	nominal	2 unique values 0 missing
fine_binarized	nominal	2 unique values 0 missing
ok_binarized	nominal	2 unique values 0 missing
umd_binarized	nominal	2 unique values 0 missing
almost_binarized	nominal	2 unique values 0 missing
fire_binarized	nominal	2 unique values 0 missing
old_binarized	nominal	2 unique values 0 missing
umn_binarized	nominal	2 unique values 0 missing
already_binarized	nominal	2 unique values 0 missing
first_binarized	nominal	2 unique values 0 missing
on_binarized	nominal	2 unique values 0 missing
under_binarized	nominal	2 unique values 0 missing
also_binarized	nominal	2 unique values 0 missing
following_binarized	nominal	2 unique values 0 missing
once_binarized	nominal	2 unique values 0 missing
understand_binarized	nominal	2 unique values 0 missing
alt_binarized	nominal	2 unique values 0 missing
followup-to_binarized	nominal	2 unique values 0 missing
one_binarized	nominal	2 unique values 0 missing
university_binarized	nominal	2 unique values 0 missing
although_binarized	nominal	2 unique values 0 missing
for_binarized	nominal	2 unique values 0 missing
ones_binarized	nominal	2 unique values 0 missing
unix_binarized	nominal	2 unique values 0 missing
always_binarized	nominal	2 unique values 0 missing
force_binarized	nominal	2 unique values 0 missing
only_binarized	nominal	2 unique values 0 missing
unless_binarized	nominal	2 unique values 0 missing
am_binarized	nominal	2 unique values 0 missing
form_binarized	nominal	2 unique values 0 missing
open_binarized	nominal	2 unique values 0 missing
until_binarized	nominal	2 unique values 0 missing
american_binarized	nominal	2 unique values 0 missing
format_binarized	nominal	2 unique values 0 missing
opinion_binarized	nominal	2 unique values 0 missing
up_binarized	nominal	2 unique values 0 missing
ames_binarized	nominal	2 unique values 0 missing
forsale_binarized	nominal	2 unique values 0 missing
opinions_binarized	nominal	2 unique values 0 missing
upenn_binarized	nominal	2 unique values 0 missing
among_binarized	nominal	2 unique values 0 missing
found_binarized	nominal	2 unique values 0 missing
or_binarized	nominal	2 unique values 0 missing
upon_binarized	nominal	2 unique values 0 missing
an_binarized	nominal	2 unique values 0 missing
four_binarized	nominal	2 unique values 0 missing
order_binarized	nominal	2 unique values 0 missing
us_binarized	nominal	2 unique values 0 missing
and_binarized	nominal	2 unique values 0 missing
frank_binarized	nominal	2 unique values 0 missing
org_binarized	nominal	2 unique values 0 missing
usa_binarized	nominal	2 unique values 0 missing
andrew_binarized	nominal	2 unique values 0 missing
free_binarized	nominal	2 unique values 0 missing
org>_binarized	nominal	2 unique values 0 missing
usc_binarized	nominal	2 unique values 0 missing
another_binarized	nominal	2 unique values 0 missing
fri_binarized	nominal	2 unique values 0 missing
organization_binarized	nominal	2 unique values 0 missing
use_binarized	nominal	2 unique values 0 missing
ans_binarized	nominal	2 unique values 0 missing
from_binarized	nominal	1 unique values 0 missing
original_binarized	nominal	2 unique values 0 missing
used_binarized	nominal	2 unique values 0 missing
answer_binarized	nominal	2 unique values 0 missing
fs7_binarized	nominal	2 unique values 0 missing
os_binarized	nominal	2 unique values 0 missing
usenet_binarized	nominal	2 unique values 0 missing
any_binarized	nominal	2 unique values 0 missing
ftp_binarized	nominal	2 unique values 0 missing
other_binarized	nominal	2 unique values 0 missing
user_binarized	nominal	2 unique values 0 missing
anybody_binarized	nominal	2 unique values 0 missing
full_binarized	nominal	2 unique values 0 missing
others_binarized	nominal	2 unique values 0 missing
users_binarized	nominal	2 unique values 0 missing
anyone_binarized	nominal	2 unique values 0 missing
future_binarized	nominal	2 unique values 0 missing
our_binarized	nominal	2 unique values 0 missing
uses_binarized	nominal	2 unique values 0 missing
anything_binarized	nominal	2 unique values 0 missing
g_binarized	nominal	2 unique values 0 missing
out_binarized	nominal	2 unique values 0 missing
using_binarized	nominal	2 unique values 0 missing
anyway_binarized	nominal	2 unique values 0 missing
game_binarized	nominal	2 unique values 0 missing
over_binarized	nominal	2 unique values 0 missing
usually_binarized	nominal	2 unique values 0 missing
ap_binarized	nominal	2 unique values 0 missing
games_binarized	nominal	2 unique values 0 missing
own_binarized	nominal	2 unique values 0 missing
utexas_binarized	nominal	2 unique values 0 missing
apple_binarized	nominal	2 unique values 0 missing
gatech_binarized	nominal	2 unique values 0 missing
oz_binarized	nominal	2 unique values 0 missing
uucp_binarized	nominal	2 unique values 0 missing
application_binarized	nominal	2 unique values 0 missing
general_binarized	nominal	2 unique values 0 missing
p_binarized	nominal	2 unique values 0 missing
uucp>_binarized	nominal	2 unique values 0 missing
approved_binarized	nominal	2 unique values 0 missing
get_binarized	nominal	2 unique values 0 missing
pacific_binarized	nominal	2 unique values 0 missing
uunet_binarized	nominal	2 unique values 0 missing
apr_binarized	nominal	2 unique values 0 missing
getting_binarized	nominal	2 unique values 0 missing
package_binarized	nominal	2 unique values 0 missing
uwm_binarized	nominal	2 unique values 0 missing
april_binarized	nominal	2 unique values 0 missing
give_binarized	nominal	2 unique values 0 missing
part_binarized	nominal	2 unique values 0 missing
v_binarized	nominal	2 unique values 0 missing
are_binarized	nominal	2 unique values 0 missing
given_binarized	nominal	2 unique values 0 missing
particular_binarized	nominal	2 unique values 0 missing
value_binarized	nominal	2 unique values 0 missing
area_binarized	nominal	2 unique values 0 missing
gmt_binarized	nominal	2 unique values 0 missing
past_binarized	nominal	2 unique values 0 missing
ve_binarized	nominal	2 unique values 0 missing
argument_binarized	nominal	2 unique values 0 missing
go_binarized	nominal	2 unique values 0 missing
path_binarized	nominal	1 unique values 0 missing
version_binarized	nominal	2 unique values 0 missing
arizona_binarized	nominal	2 unique values 0 missing
god_binarized	nominal	2 unique values 0 missing
paul_binarized	nominal	2 unique values 0 missing
very_binarized	nominal	2 unique values 0 missing
armenian_binarized	nominal	2 unique values 0 missing
goes_binarized	nominal	2 unique values 0 missing
pay_binarized	nominal	2 unique values 0 missing
via_binarized	nominal	2 unique values 0 missing
armenians_binarized	nominal	2 unique values 0 missing
going_binarized	nominal	2 unique values 0 missing
pc_binarized	nominal	2 unique values 0 missing
video_binarized	nominal	2 unique values 0 missing
around_binarized	nominal	2 unique values 0 missing
good_binarized	nominal	2 unique values 0 missing
peace_binarized	nominal	2 unique values 0 missing
view_binarized	nominal	2 unique values 0 missing
article_binarized	nominal	2 unique values 0 missing
got_binarized	nominal	2 unique values 0 missing
peachnet_binarized	nominal	2 unique values 0 missing
virginia_binarized	nominal	2 unique values 0 missing
article-i_binarized	nominal	2 unique values 0 missing
gov_binarized	nominal	2 unique values 0 missing
people_binarized	nominal	2 unique values 0 missing
vs_binarized	nominal	2 unique values 0 missing
as_binarized	nominal	2 unique values 0 missing
gov>_binarized	nominal	2 unique values 0 missing
per_binarized	nominal	2 unique values 0 missing
w_binarized	nominal	2 unique values 0 missing
ask_binarized	nominal	2 unique values 0 missing
government_binarized	nominal	2 unique values 0 missing
perhaps_binarized	nominal	2 unique values 0 missing
want_binarized	nominal	2 unique values 0 missing
asked_binarized	nominal	2 unique values 0 missing
graphics_binarized	nominal	2 unique values 0 missing
period_binarized	nominal	2 unique values 0 missing
wanted_binarized	nominal	2 unique values 0 missing
at_binarized	nominal	2 unique values 0 missing
great_binarized	nominal	2 unique values 0 missing
person_binarized	nominal	2 unique values 0 missing
war_binarized	nominal	2 unique values 0 missing
atheism_binarized	nominal	2 unique values 0 missing
group_binarized	nominal	2 unique values 0 missing
personal_binarized	nominal	2 unique values 0 missing
was_binarized	nominal	2 unique values 0 missing
att_binarized	nominal	2 unique values 0 missing
groups_binarized	nominal	2 unique values 0 missing
peter_binarized	nominal	2 unique values 0 missing
washington_binarized	nominal	2 unique values 0 missing
au_binarized	nominal	2 unique values 0 missing
gtefsd_binarized	nominal	2 unique values 0 missing
phone_binarized	nominal	2 unique values 0 missing
way_binarized	nominal	2 unique values 0 missing
au>_binarized	nominal	2 unique values 0 missing
guess_binarized	nominal	2 unique values 0 missing
pitt_binarized	nominal	2 unique values 0 missing
we_binarized	nominal	2 unique values 0 missing
autos_binarized	nominal	2 unique values 0 missing
gun_binarized	nominal	2 unique values 0 missing
place_binarized	nominal	2 unique values 0 missing
wed_binarized	nominal	2 unique values 0 missing
available_binarized	nominal	2 unique values 0 missing
guns_binarized	nominal	2 unique values 0 missing
play_binarized	nominal	2 unique values 0 missing
well_binarized	nominal	2 unique values 0 missing
away_binarized	nominal	2 unique values 0 missing
guy_binarized	nominal	2 unique values 0 missing
players_binarized	nominal	2 unique values 0 missing
went_binarized	nominal	2 unique values 0 missing
ax>_binarized	nominal	2 unique values 0 missing
h_binarized	nominal	2 unique values 0 missing
please_binarized	nominal	2 unique values 0 missing
were_binarized	nominal	2 unique values 0 missing
b_binarized	nominal	2 unique values 0 missing
had_binarized	nominal	2 unique values 0 missing
point_binarized	nominal	2 unique values 0 missing
western_binarized	nominal	2 unique values 0 missing
b8f_binarized	nominal	2 unique values 0 missing
hand_binarized	nominal	2 unique values 0 missing
police_binarized	nominal	2 unique values 0 missing
what_binarized	nominal	2 unique values 0 missing
back_binarized	nominal	2 unique values 0 missing
happen_binarized	nominal	2 unique values 0 missing
political_binarized	nominal	2 unique values 0 missing
whatever_binarized	nominal	2 unique values 0 missing
bad_binarized	nominal	2 unique values 0 missing
happened_binarized	nominal	2 unique values 0 missing
politics_binarized	nominal	2 unique values 0 missing
when_binarized	nominal	2 unique values 0 missing
baseball_binarized	nominal	2 unique values 0 missing
hard_binarized	nominal	2 unique values 0 missing
position_binarized	nominal	2 unique values 0 missing
where_binarized	nominal	2 unique values 0 missing
based_binarized	nominal	2 unique values 0 missing
hardware_binarized	nominal	2 unique values 0 missing
possible_binarized	nominal	2 unique values 0 missing
whether_binarized	nominal	2 unique values 0 missing
bb3_binarized	nominal	2 unique values 0 missing
harvard_binarized	nominal	2 unique values 0 missing
post_binarized	nominal	2 unique values 0 missing
which_binarized	nominal	2 unique values 0 missing
be_binarized	nominal	2 unique values 0 missing
has_binarized	nominal	2 unique values 0 missing
posting_binarized	nominal	2 unique values 0 missing
while_binarized	nominal	2 unique values 0 missing
because_binarized	nominal	2 unique values 0 missing
have_binarized	nominal	2 unique values 0 missing
power_binarized	nominal	2 unique values 0 missing
white_binarized	nominal	2 unique values 0 missing
become_binarized	nominal	2 unique values 0 missing
haven_binarized	nominal	2 unique values 0 missing
president_binarized	nominal	2 unique values 0 missing
who_binarized	nominal	2 unique values 0 missing
been_binarized	nominal	2 unique values 0 missing
having_binarized	nominal	2 unique values 0 missing
press_binarized	nominal	2 unique values 0 missing
whole_binarized	nominal	2 unique values 0 missing
before_binarized	nominal	2 unique values 0 missing
he_binarized	nominal	2 unique values 0 missing
pretty_binarized	nominal	2 unique values 0 missing
why_binarized	nominal	2 unique values 0 missing
being_binarized	nominal	2 unique values 0 missing
head_binarized	nominal	2 unique values 0 missing
price_binarized	nominal	2 unique values 0 missing
will_binarized	nominal	2 unique values 0 missing
believe_binarized	nominal	2 unique values 0 missing
health_binarized	nominal	2 unique values 0 missing
privacy_binarized	nominal	2 unique values 0 missing
win_binarized	nominal	2 unique values 0 missing
berkeley_binarized	nominal	2 unique values 0 missing
hear_binarized	nominal	2 unique values 0 missing
private_binarized	nominal	2 unique values 0 missing
window_binarized	nominal	2 unique values 0 missing
best_binarized	nominal	2 unique values 0 missing
heard_binarized	nominal	2 unique values 0 missing
probably_binarized	nominal	2 unique values 0 missing
windows_binarized	nominal	2 unique values 0 missing
better_binarized	nominal	2 unique values 0 missing
hell_binarized	nominal	2 unique values 0 missing
problem_binarized	nominal	2 unique values 0 missing
wisc_binarized	nominal	2 unique values 0 missing
between_binarized	nominal	2 unique values 0 missing
help_binarized	nominal	2 unique values 0 missing
problems_binarized	nominal	2 unique values 0 missing
with_binarized	nominal	2 unique values 0 missing
bible_binarized	nominal	2 unique values 0 missing
her_binarized	nominal	2 unique values 0 missing
program_binarized	nominal	2 unique values 0 missing
within_binarized	nominal	2 unique values 0 missing
big_binarized	nominal	2 unique values 0 missing
here_binarized	nominal	2 unique values 0 missing
programs_binarized	nominal	2 unique values 0 missing
without_binarized	nominal	2 unique values 0 missing
bike_binarized	nominal	2 unique values 0 missing
high_binarized	nominal	2 unique values 0 missing
provide_binarized	nominal	2 unique values 0 missing
women_binarized	nominal	2 unique values 0 missing
bill_binarized	nominal	2 unique values 0 missing
him_binarized	nominal	2 unique values 0 missing
public_binarized	nominal	2 unique values 0 missing
won_binarized	nominal	2 unique values 0 missing
bit_binarized	nominal	2 unique values 0 missing
his_binarized	nominal	2 unique values 0 missing
purdue_binarized	nominal	2 unique values 0 missing
word_binarized	nominal	2 unique values 0 missing
black_binarized	nominal	2 unique values 0 missing
history_binarized	nominal	2 unique values 0 missing
put_binarized	nominal	2 unique values 0 missing
words_binarized	nominal	2 unique values 0 missing
board_binarized	nominal	2 unique values 0 missing
hit_binarized	nominal	2 unique values 0 missing
q_binarized	nominal	2 unique values 0 missing
work_binarized	nominal	2 unique values 0 missing
bob_binarized	nominal	2 unique values 0 missing
hockey_binarized	nominal	2 unique values 0 missing
question_binarized	nominal	2 unique values 0 missing
working_binarized	nominal	2 unique values 0 missing
body_binarized	nominal	2 unique values 0 missing
home_binarized	nominal	2 unique values 0 missing
questions_binarized	nominal	2 unique values 0 missing
works_binarized	nominal	2 unique values 0 missing
bogus_binarized	nominal	2 unique values 0 missing
hope_binarized	nominal	2 unique values 0 missing
quite_binarized	nominal	2 unique values 0 missing
world_binarized	nominal	2 unique values 0 missing
book_binarized	nominal	2 unique values 0 missing
house_binarized	nominal	2 unique values 0 missing
r_binarized	nominal	2 unique values 0 missing
would_binarized	nominal	2 unique values 0 missing
books_binarized	nominal	2 unique values 0 missing
how_binarized	nominal	2 unique values 0 missing
r	nominal	2 unique values 0 missing
wouldn_binarized	nominal	2 unique values 0 missing
both_binarized	nominal	2 unique values 0 missing
however_binarized	nominal	2 unique values 0 missing
radio_binarized	nominal	2 unique values 0 missing
write_binarized	nominal	2 unique values 0 missing
box_binarized	nominal	2 unique values 0 missing
howland_binarized	nominal	2 unique values 0 missing
rather_binarized	nominal	2 unique values 0 missing
writes_binarized	nominal	2 unique values 0 missing
brian_binarized	nominal	2 unique values 0 missing
hp_binarized	nominal	2 unique values 0 missing
re_binarized	nominal	2 unique values 0 missing
written_binarized	nominal	2 unique values 0 missing
buffalo_binarized	nominal	2 unique values 0 missing
human_binarized	nominal	2 unique values 0 missing
read_binarized	nominal	2 unique values 0 missing
wrong_binarized	nominal	2 unique values 0 missing
business_binarized	nominal	2 unique values 0 missing
i_binarized	nominal	2 unique values 0 missing
reading_binarized	nominal	2 unique values 0 missing
wrote_binarized	nominal	2 unique values 0 missing
but_binarized	nominal	2 unique values 0 missing
ibm_binarized	nominal	2 unique values 0 missing
real_binarized	nominal	2 unique values 0 missing
wupost_binarized	nominal	2 unique values 0 missing
buy_binarized	nominal	2 unique values 0 missing
idea_binarized	nominal	2 unique values 0 missing
really_binarized	nominal	2 unique values 0 missing
x_binarized	nominal	2 unique values 0 missing
by_binarized	nominal	2 unique values 0 missing
if_binarized	nominal	2 unique values 0 missing
reason_binarized	nominal	2 unique values 0 missing
x-newsreader_binarized	nominal	2 unique values 0 missing
c_binarized	nominal	2 unique values 0 missing
igor_binarized	nominal	2 unique values 0 missing
rec_binarized	nominal	2 unique values 0 missing
xref_binarized	nominal	2 unique values 0 missing
ca_binarized	nominal	2 unique values 0 missing
image_binarized	nominal	2 unique values 0 missing
references_binarized	nominal	2 unique values 0 missing
y_binarized	nominal	2 unique values 0 missing
ca>_binarized	nominal	2 unique values 0 missing
images_binarized	nominal	2 unique values 0 missing
religion_binarized	nominal	2 unique values 0 missing
year_binarized	nominal	2 unique values 0 missing
caen_binarized	nominal	2 unique values 0 missing
important_binarized	nominal	2 unique values 0 missing
religious_binarized	nominal	2 unique values 0 missing
years_binarized	nominal	2 unique values 0 missing
california_binarized	nominal	2 unique values 0 missing
in_binarized	nominal	2 unique values 0 missing
remember_binarized	nominal	2 unique values 0 missing
yes_binarized	nominal	2 unique values 0 missing
call_binarized	nominal	2 unique values 0 missing
inc_binarized	nominal	2 unique values 0 missing
reply-to_binarized	nominal	2 unique values 0 missing
yet_binarized	nominal	2 unique values 0 missing
called_binarized	nominal	2 unique values 0 missing
include_binarized	nominal	2 unique values 0 missing
research_binarized	nominal	2 unique values 0 missing
york_binarized	nominal	2 unique values 0 missing
caltech_binarized	nominal	2 unique values 0 missing
including_binarized	nominal	2 unique values 0 missing
rest_binarized	nominal	2 unique values 0 missing
you_binarized	nominal	2 unique values 0 missing
came_binarized	nominal	2 unique values 0 missing
indiana_binarized	nominal	2 unique values 0 missing
reston_binarized	nominal	2 unique values 0 missing
your_binarized	nominal	2 unique values 0 missing
can_binarized	nominal	2 unique values 0 missing
info_binarized	nominal	2 unique values 0 missing
right_binarized	nominal	2 unique values 0 missing
z_binarized	nominal	2 unique values 0 missing
canada_binarized	nominal	2 unique values 0 missing
information_binarized	nominal	2 unique values 0 missing
rights_binarized	nominal	2 unique values 0 missing
zaphod_binarized	nominal	2 unique values 0 missing
cannot_binarized	nominal	2 unique values 0 missing
ins_binarized	nominal	2 unique values 0 missing
robert_binarized	nominal	2 unique values 0 missing
\|_binarized	nominal	2 unique values 0 missing
cantaloupe_binarized	nominal	1 unique values 0 missing
instead_binarized	nominal	2 unique values 0 missing
rochester_binarized	nominal	2 unique values 0 missing
\|>_binarized	nominal	2 unique values 0 missing
car_binarized	nominal	2 unique values 0 missing
institute_binarized	nominal	2 unique values 0 missing
run_binarized	nominal	2 unique values 0 missing
}_binarized	nominal	2 unique values 0 missing
card_binarized	nominal	2 unique values 0 missing
interested_binarized	nominal	2 unique values 0 missing
running_binarized	nominal	2 unique values 0 missing
care_binarized	nominal	2 unique values 0 missing
interesting_binarized	nominal	2 unique values 0 missing
rutgers_binarized	nominal	2 unique values 0 missing
case_binarized	nominal	2 unique values 0 missing
internet_binarized	nominal	2 unique values 0 missing
s_binarized	nominal	2 unique values 0 missing
cause_binarized	nominal	2 unique values 0 missing
into_binarized	nominal	2 unique values 0 missing
said_binarized	nominal	2 unique values 0 missing
cb_binarized	nominal	2 unique values 0 missing
is_binarized	nominal	2 unique values 0 missing
sale_binarized	nominal	2 unique values 0 missing
cc_binarized	nominal	2 unique values 0 missing
isn_binarized	nominal	2 unique values 0 missing
same_binarized	nominal	2 unique values 0 missing
center_binarized	nominal	2 unique values 0 missing
israel_binarized	nominal	2 unique values 0 missing
san_binarized	nominal	2 unique values 0 missing
certain_binarized	nominal	2 unique values 0 missing
israeli_binarized	nominal	2 unique values 0 missing
sat_binarized	nominal	2 unique values 0 missing
certainly_binarized	nominal	2 unique values 0 missing
issue_binarized	nominal	2 unique values 0 missing
saw_binarized	nominal	2 unique values 0 missing
change_binarized	nominal	2 unique values 0 missing
it_binarized	nominal	2 unique values 0 missing
say_binarized	nominal	2 unique values 0 missing
check_binarized	nominal	2 unique values 0 missing
its_binarized	nominal	2 unique values 0 missing
saying_binarized	nominal	2 unique values 0 missing
children_binarized	nominal	2 unique values 0 missing
itself_binarized	nominal	2 unique values 0 missing
says_binarized	nominal	2 unique values 0 missing
chip_binarized	nominal	2 unique values 0 missing
j_binarized	nominal	2 unique values 0 missing
school_binarized	nominal	2 unique values 0 missing
christ_binarized	nominal	2 unique values 0 missing
james_binarized	nominal	2 unique values 0 missing
sci_binarized	nominal	2 unique values 0 missing
christian_binarized	nominal	2 unique values 0 missing
jesus_binarized	nominal	2 unique values 0 missing
science_binarized	nominal	2 unique values 0 missing
christian@aramis_binarized	nominal	2 unique values 0 missing
jewish_binarized	nominal	2 unique values 0 missing
screen_binarized	nominal	2 unique values 0 missing
christians_binarized	nominal	2 unique values 0 missing
jews_binarized	nominal	2 unique values 0 missing
scsi_binarized	nominal	2 unique values 0 missing
church_binarized	nominal	2 unique values 0 missing
jim_binarized	nominal	2 unique values 0 missing
sdd_binarized	nominal	2 unique values 0 missing
cis_binarized	nominal	2 unique values 0 missing
john_binarized	nominal	2 unique values 0 missing
se_binarized	nominal	2 unique values 0 missing
city_binarized	nominal	2 unique values 0 missing
jpl_binarized	nominal	2 unique values 0 missing
second_binarized	nominal	2 unique values 0 missing
claim_binarized	nominal	2 unique values 0 missing
just_binarized	nominal	2 unique values 0 missing
security_binarized	nominal	2 unique values 0 missing
clear_binarized	nominal	2 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

399940

Number of instances (rows) of the dataset.

NumberOfFeatures

1002

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

1001

Number of nominal attributes.

MaxStdDevOfNumericAtts

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

PercentageOfNumericFeatures

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

Third quartile of means among attributes of the numeric type.

CfsSubsetEval_DecisionStumpAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MeanAttributeEntropy

0.39

Average entropy of the attributes.

MinorityClassSize

19997

Number of instances belonging to the least frequent class.

PercentageOfSymbolicFeatures

99.9

Percentage of nominal attributes.

Quartile3MutualInformation

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

CfsSubsetEval_DecisionStumpErrRate

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MeanKurtosisOfNumericAtts

Mean kurtosis among attributes of the numeric type.

NaiveBayesAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1AttributeEntropy

0.22

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

Third quartile of skewness among attributes of the numeric type.

CfsSubsetEval_DecisionStumpKappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.0001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMeansOfNumericAtts

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1KurtosisOfNumericAtts

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

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

CfsSubsetEval_NaiveBayesAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMutualInformation

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

NaiveBayesKappa

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1MeansOfNumericAtts

First quartile of means among attributes of the numeric type.

REPTreeDepth1AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_NaiveBayesErrRate

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanNoiseToSignalRatio

1.2840632866331E+15

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

NumberOfBinaryFeatures

1001

Number of binary attributes.

Quartile1MutualInformation

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

REPTreeDepth1ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_NaiveBayesKappa

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNominalAttDistinctValues

1.99

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

Quartile1SkewnessOfNumericAtts

First quartile of skewness among attributes of the numeric type.

REPTreeDepth1Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_kNN1NAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

StdvNominalAttDistinctValues

0.1

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

J48.001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanSkewnessOfNumericAtts

Mean skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

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

REPTreeDepth2AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NErrRate

Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk

J48.001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanStdDevOfNumericAtts

Mean standard deviation of attributes of the numeric type.

Quartile2AttributeEntropy

0.31

Second quartile (Median) of entropy among attributes.

REPTreeDepth2ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NKappa

Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NErrRate

Error rate achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2KurtosisOfNumericAtts

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

REPTreeDepth2Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2

ClassEntropy

0.29

Entropy of the target attribute values.

kNN1NKappa

Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassSize

379943

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

Minimum kurtosis among attributes of the numeric type.

Quartile2MeansOfNumericAtts

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

REPTreeDepth3AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxAttributeEntropy

Maximum entropy among attributes.

MinMeansOfNumericAtts

Minimum of means among attributes of the numeric type.

Quartile2MutualInformation

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

REPTreeDepth3ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpErrRate

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxKurtosisOfNumericAtts

Maximum kurtosis among attributes of the numeric type.

MinMutualInformation

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

Quartile2SkewnessOfNumericAtts

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

REPTreeDepth3Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpKappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxMeansOfNumericAtts

Maximum of means among attributes of the numeric type.

MinNominalAttDistinctValues

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

PercentageOfBinaryFeatures

99.9

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

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

RandomTreeDepth1AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

Dimensionality

Number of attributes divided by the number of instances.

MaxMutualInformation

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

MinSkewnessOfNumericAtts

Minimum skewness among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

0.49

Third quartile of entropy among attributes.

RandomTreeDepth1ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

EquivalentNumberOfAtts

9.5465652371985E+14

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

MaxNominalAttDistinctValues

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

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

0.97

Average class difference between consecutive instances.

RandomTreeDepth1Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

J48.00001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MaxSkewnessOfNumericAtts

Maximum skewness among attributes of the numeric type.

Show all 107 properties

26 tasks

Supervised Classification on 20_newsgroups.drift

0 runs - estimation_procedure: 10 times 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class

Supervised Classification on 20_newsgroups.drift

0 runs - estimation_procedure: 33% Holdout set - evaluation_measure: predictive_accuracy - target_feature: class

Supervised Classification on 20_newsgroups.drift

0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: class

Supervised Classification on 20_newsgroups.drift

0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: precision - target_feature: class

Learning Curve on 20_newsgroups.drift

0 runs - estimation_procedure: 10-fold Learning Curve - evaluation_measure: predictive_accuracy - target_feature: class

Learning Curve on 20_newsgroups.drift

0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class

Learning Curve on 20_newsgroups.drift

0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class

Learning Curve on 20_newsgroups.drift

0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class

Learning Curve on 20_newsgroups.drift

0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class

Learning Curve on 20_newsgroups.drift

0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class

Learning Curve on 20_newsgroups.drift

0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class

Learning Curve on 20_newsgroups.drift

0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class

Learning Curve on 20_newsgroups.drift

0 runs - estimation_procedure: 10-fold Learning Curve - target_feature: class

Supervised Data Stream Classification on 20_newsgroups.drift

167 runs - estimation_procedure: Interleaved Test then Train - target_feature: class

Supervised Data Stream Classification on 20_newsgroups.drift

0 runs - estimation_procedure: Interleaved Test then Train - evaluation_measure: precision - target_feature: class

Clustering on 20_newsgroups.drift