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FES
Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson
https://bookdown.org/max/FES
GNU General Public License v2.0
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Code missing for results mentioned in Chapter 11.2.1?
#112
MoonCastle85
opened
8 months ago
0
changed recipe within subset model
#111
rrrventures
opened
10 months ago
0
Typo in 2.2
#110
carstentete
opened
1 year ago
0
Error in ames_pairwise.R
#109
obgeneralao
opened
2 years ago
0
Average {RMSE vs. MSE} over V-folds
#108
crossxwill
opened
2 years ago
0
Leave-one-out cross validation is very valuable
#107
TimothyMasters
opened
2 years ago
2
Averaging fold criteria not usually advisable
#106
TimothyMasters
opened
2 years ago
2
Section 3.4.1 variance reduction not Sqrt(R)
#105
TimothyMasters
opened
2 years ago
1
Figure 2.2b plot output in graphic does not match code
#104
I-Mohiuddin
opened
2 years ago
0
different output for chapter 11.2 initial ROC analysis
#103
LuisCioffi
closed
2 years ago
1
Typo in Intro to Chapter 10
#102
mbergins
opened
2 years ago
0
Figure 6.5: knots are not plotted
#101
agarci
closed
3 years ago
1
Typo in 1.4 Feature Selection
#100
Kiran-KG
opened
3 years ago
0
Typo in preface
#99
Kiran-KG
opened
3 years ago
2
Typo in 2.3
#98
robinsones
opened
3 years ago
0
Codes for Section 6.2 are missing
#97
ngyongkad
opened
3 years ago
1
02_Predicting_Risk_of_Ischemic_Stroke- Coefficients for RFE model
#96
rodfloripa
opened
4 years ago
1
Chapter two - First reference and Table 2.1
#95
amf60
opened
4 years ago
0
Chapter 6, 9, 10, 12 typos. Version 2019-06-21
#94
hhp94
opened
4 years ago
1
Trouble with plotting roc curve(yardstick) in some models
#93
lucaszago
opened
4 years ago
1
Feature Engineering and Selection: A Practical Approach for Predictive Models (Chapman & Hall/CRC Data Science Series) (English Edition) 1ª Edição, eBook Kindle
#92
lucaszago
opened
4 years ago
1
2u dsci ml
#91
mlok2u
closed
4 years ago
0
Can't open Chapter2 data files
#90
rodfloripa
opened
4 years ago
4
Nested resampling
#89
maximilianpfau
opened
4 years ago
0
Measure of dimensionality
#88
crossxwill
opened
4 years ago
0
Footnote 35 (chapter 3.8)
#87
crossxwill
opened
4 years ago
0
Example 3.5
#86
crossxwill
opened
4 years ago
0
Typo 3.5
#85
crossxwill
opened
4 years ago
0
V-Fold Cross-Validation
#84
crossxwill
opened
4 years ago
0
R-squared can be a deceiving metric
#83
crossxwill
opened
4 years ago
0
Figure 2.7 code is missing
#82
RaymondBalise
opened
4 years ago
0
Ch. 21 and 22 - Small suggestion
#81
gtalckmin
closed
4 years ago
2
Typos Chapter-1 and Chapter-2
#80
jmakr0
opened
4 years ago
0
Two small typos in Chapter 1
#79
hlynurhallgrims
opened
4 years ago
0
10.7 link to github does not work
#78
brshallo
opened
5 years ago
0
Unable to reproduce the analysis in the 4th Section of 2nd Chapter for the book version dated 2019-06-21
#77
ghost
opened
5 years ago
0
Typo in caption of Figure 4.1
#76
revodavid
closed
5 years ago
1
References, fill in authors
#75
harrismcgehee
closed
5 years ago
3
model transformation guide
#74
topepo
opened
5 years ago
0
Topic suggestion within missing data
#73
mlduarte
closed
5 years ago
2
Typos
#72
jrfiedler
closed
5 years ago
3
Table 2-3
#71
bashhwu
opened
5 years ago
0
Date: 2019-02-22, Chapter 2 / Table 2.3
#70
bashhwu
closed
5 years ago
0
Thanks so much for the great efforts you have made. It is really an amazing attempt to produce a powerful reference for data scientists.
#69
bashhwu
closed
5 years ago
1
glmnet parameters
#68
btlois
closed
5 years ago
1
Outer product should be inner product
#67
btlois
closed
5 years ago
1
Typo in the preface references
#66
cdr6934
closed
5 years ago
1
Section 3.5 typo
#65
lpatruno
closed
5 years ago
1
Section 3.2 Feedback
#64
lpatruno
closed
5 years ago
1
R code/script
#63
van1991
closed
5 years ago
1
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