How to interpret partial dependence interaction plot for binary classification?
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The plot below is an example from pdpbox library https://github.com/SauceCat/PDPbox/blob/master/tutorials/pdpbox_binary_classification.ipynb. The what does 0.900 color saturation to the right mean with respect to age and fare in the below plot? The data is taken from Titanic dataset and target variable is survived or not.
python visualization random-forest data-science-model plotting
asked Nov 14 '18 at 19:15
LazyNearestNeigbourLazyNearestNeigbour
1
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The plot below is an example from pdpbox library https://github.com/SauceCat/PDPbox/blob/master/tutorials/pdpbox_binary_classification.ipynb. The what does 0.900 color saturation to the right mean with respect to age and fare in the below plot? The data is taken from Titanic dataset and target variable is survived or not.
python visualization random-forest data-science-model plotting
asked Nov 14 '18 at 19:15
LazyNearestNeigbourLazyNearestNeigbour
1
$endgroup$
bumped to the homepage by Community♦ 1 min ago
This question has answers that may be good or bad; the system has marked it active so that they can be reviewed.
add a comment |
$begingroup$
The plot below is an example from pdpbox library https://github.com/SauceCat/PDPbox/blob/master/tutorials/pdpbox_binary_classification.ipynb. The what does 0.900 color saturation to the right mean with respect to age and fare in the below plot? The data is taken from Titanic dataset and target variable is survived or not.
python visualization random-forest data-science-model plotting
asked Nov 14 '18 at 19:15
LazyNearestNeigbourLazyNearestNeigbour
1
$endgroup$
The plot below is an example from pdpbox library https://github.com/SauceCat/PDPbox/blob/master/tutorials/pdpbox_binary_classification.ipynb. The what does 0.900 color saturation to the right mean with respect to age and fare in the below plot? The data is taken from Titanic dataset and target variable is survived or not.
python visualization random-forest data-science-model plotting
python visualization random-forest data-science-model plotting
asked Nov 14 '18 at 19:15
LazyNearestNeigbourLazyNearestNeigbour
1
asked Nov 14 '18 at 19:15
LazyNearestNeigbourLazyNearestNeigbour
1
asked Nov 14 '18 at 19:15
LazyNearestNeigbourLazyNearestNeigbour
1
asked Nov 14 '18 at 19:15
LazyNearestNeigbourLazyNearestNeigbour
1
asked Nov 14 '18 at 19:15
LazyNearestNeigbourLazyNearestNeigbour
1
1
bumped to the homepage by Community♦ 1 min ago
This question has answers that may be good or bad; the system has marked it active so that they can be reviewed.
bumped to the homepage by Community♦ 1 min ago
This question has answers that may be good or bad; the system has marked it active so that they can be reviewed.
add a comment |
add a comment |
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The partial dependence plot shows an increase in survival probability at ages between 0 and 10 with any fare range.
For more on how to interpret partial dependence plot:
https://christophm.github.io/interpretable-ml-book/pdp.html
answered Nov 15 '18 at 16:07
LazyNearestNeigbourLazyNearestNeigbour
1
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$begingroup$
The partial dependence plot shows an increase in survival probability at ages between 0 and 10 with any fare range.
For more on how to interpret partial dependence plot:
https://christophm.github.io/interpretable-ml-book/pdp.html
answered Nov 15 '18 at 16:07
LazyNearestNeigbourLazyNearestNeigbour
1
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add a comment |
$begingroup$
The partial dependence plot shows an increase in survival probability at ages between 0 and 10 with any fare range.
For more on how to interpret partial dependence plot:
https://christophm.github.io/interpretable-ml-book/pdp.html
answered Nov 15 '18 at 16:07
LazyNearestNeigbourLazyNearestNeigbour
1
$endgroup$
add a comment |
$begingroup$
The partial dependence plot shows an increase in survival probability at ages between 0 and 10 with any fare range.
For more on how to interpret partial dependence plot:
https://christophm.github.io/interpretable-ml-book/pdp.html
answered Nov 15 '18 at 16:07
LazyNearestNeigbourLazyNearestNeigbour
1
$endgroup$
The partial dependence plot shows an increase in survival probability at ages between 0 and 10 with any fare range.
For more on how to interpret partial dependence plot:
https://christophm.github.io/interpretable-ml-book/pdp.html
answered Nov 15 '18 at 16:07
LazyNearestNeigbourLazyNearestNeigbour
1
answered Nov 15 '18 at 16:07
LazyNearestNeigbourLazyNearestNeigbour
1
answered Nov 15 '18 at 16:07
LazyNearestNeigbourLazyNearestNeigbour
1
answered Nov 15 '18 at 16:07
LazyNearestNeigbourLazyNearestNeigbour
1
1
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