issues
search
do8572
/
MLDS
MLDS course code.
0
stars
0
forks
source link
issues
Newest
Newest
Most commented
Recently updated
Oldest
Least commented
Least recently updated
Testing
#15
dmohorcic
closed
1 year ago
0
Claim 3.4 fitted function is closer to being additive
#14
do8572
opened
1 year ago
1
Claim 3.3 makes it easier to interpret model interactions
#13
do8572
opened
1 year ago
1
Claim 3.2 Reduces explanation (SHAP) variance (Fig. 6)
#12
do8572
opened
1 year ago
0
Claim 3.1 removes sampling artifacts & simplifies boundaries (Fig. 5)
#11
do8572
opened
1 year ago
0
Claim 2.3 hsRF much faster to fit than BART (10 - 15 times faster)
#10
do8572
opened
1 year ago
0
Claim 2.2 hsRF achieves maximum performance with fewer trees than RF (5 times fewer trees)
#9
do8572
opened
1 year ago
0
Claim 2.1 HS improves prediction performance of RF (comparison of hs vs mtry vs depth parameters)
#8
do8572
opened
1 year ago
0
Claim 1.7 hsCART outperforms CART (LBS)
#7
do8572
opened
1 year ago
0
Claim 1.6 decrease bias^2 + var (Fig. 3)
#6
do8572
opened
1 year ago
0
Claim 1.5 use of HS could allow for otherwise undetected groups
#5
do8572
opened
1 year ago
0
Claim 1.4 CCP and HS can be used synergistically
#4
do8572
opened
1 year ago
0
Claim 1.3 Improvements tend to increase with number of leaves
#3
do8572
opened
1 year ago
0
Claim 1.2 Improvements more significant for smaller datasets
#2
do8572
opened
1 year ago
0
Claim 1.1 HS improves predictive performance of DT (Fig. 4)
#1
do8572
opened
1 year ago
0