KNN_Analysis.txt

KNN

PI_DIABETES

AFTER IMPUTATION

pregnancies       0.000000
glucose            0.000000
blood_pressure     0.000000
skin_thickness     2.864583
insulin            3.906250
bmi                0.000000
pedigree           0.000000
age                0.000000
class_variable    0.000000

total : 0.75

WORLD-HAPPINESS-REPORT

AFTER IMPUTATION

country_name       0.000000
year               0.000000
life_ladder        0.000000
log_gdp            0.000000
social_support     0.000000
life_expectancy    0.000000
life_choices       0.000000
generosity         0.000000
corruption         0.000000
positive_affect    0.000000
negative_affect    0.000000

total : 0.00

MELB_DATA

AFTER IMPUTATION

suburb             0.000000
address            0.000000
rooms              0.000000
type               0.000000
price              0.000000
method             0.000000
seller             0.000000
date               0.000000
distance           0.000000
postcode           0.000000
bedroom            0.000000
bathroom           0.000000
car                0.000000
landsize           0.000000
building_area      0.000000
year_built         0.000000
council_area      10.081001
lattitude          0.000000
longitude          0.000000
region_name        0.000000
property_count     0.000000

total : 0.48