where does kmeans store its trained model parameters in scikit learn?Scikit Learn: KMeans Clustering 3D data...
Difference between `vector<int> v;` and `vector<int> v = vector<int>();`
How can I deliver in-universe written lore to players without it being dry exposition?
In Linux what happens if 1000 files in a directory are moved to another location while another 300 files were added to the source directory?
How much mayhem could I cause as a sentient fish?
What is the purpose of easy combat scenarios that don't need resource expenditure?
Are there any modern advantages of a fire piston?
How to prevent users from executing commands through browser URL
How can I get my players to come to the game session after agreeing to a date?
Why do no American passenger airlines still operate dedicated cargo flights?
Can a hotel cancel a confirmed reservation?
Does paint affect EMI ability of enclosure?
How to solve a large system of linear algebra?
How to prevent cleaner from hanging my lock screen in Ubuntu 16.04
Is a debit card dangerous in my situation?
Could a phylactery of a lich be a mirror or does it have to be a box?
What are "industrial chops"?
Why zero tolerance on nudity in space?
Finding a mistake using Mayer-Vietoris
Am I a Rude Number?
Dilemma of explaining to interviewer that he is the reason for declining second interview
Do authors have to be politically correct in article-writing?
How to limit sight distance to 1 km
How to avoid being sexist when trying to employ someone to function in a very sexist environment?
How to deal with an incendiary email that was recalled
where does kmeans store its trained model parameters in scikit learn?
Scikit Learn: KMeans Clustering 3D data over a time period (dimentionality reduction?)Finding parameters with extreme values (classification with scikit-learn)Does scikit-learn use regularization by default?How to get the inertia at the begining when using sklearn.cluster.KMeans and MiniBatchKMeansHow does scikit-learn decision function method work?Binomial model in scikit-learnHow to set parameters to search in scikit-learn GridSearchCVFind Cluster Diameter and Associated Cluster Points with KMeans Clustering (scikit learn)Confused about how to graph my high dimensional dataset with KmeansHow to force weights to add to $1$ in Linear regression
$begingroup$
Like in linear regression, there is model.intercept_ and model.coef_ but in kmeans i found kmeans.inertia_ , I dont know what is that.
python scikit-learn k-means machine-learning-model
asked 16 hours ago
AkhileshAkhilesh
64
New contributor
Akhilesh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
add a comment |
$begingroup$
Like in linear regression, there is model.intercept_ and model.coef_ but in kmeans i found kmeans.inertia_ , I dont know what is that.
python scikit-learn k-means machine-learning-model
asked 16 hours ago
AkhileshAkhilesh
64
New contributor
Akhilesh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
add a comment |
$begingroup$
Like in linear regression, there is model.intercept_ and model.coef_ but in kmeans i found kmeans.inertia_ , I dont know what is that.
python scikit-learn k-means machine-learning-model
asked 16 hours ago
AkhileshAkhilesh
64
New contributor
Akhilesh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
$endgroup$
Like in linear regression, there is model.intercept_ and model.coef_ but in kmeans i found kmeans.inertia_ , I dont know what is that.
python scikit-learn k-means machine-learning-model
python scikit-learn k-means machine-learning-model
asked 16 hours ago
AkhileshAkhilesh
64
New contributor
Akhilesh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 16 hours ago
AkhileshAkhilesh
64
New contributor
Akhilesh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 16 hours ago
AkhileshAkhilesh
64
New contributor
Akhilesh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
asked 16 hours ago
AkhileshAkhilesh
64
asked 16 hours ago
AkhileshAkhilesh
64
64
New contributor
Akhilesh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
New contributor
Akhilesh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
Akhilesh is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.
add a comment |
add a comment |
1 Answer
1
active
oldest
votes
$begingroup$
K-means stores 4 model parameters namely cluster_centers_, labels_, inertia_, n_iter_. For details on what they store you can look at the official documentation. Also, Inertia, or the within-cluster sum of squares criterion, can be recognized as a measure of how internally coherent clusters are. You can see a full description here under the section: 2.3.2. K-means.
answered 15 hours ago
bkshibkshi
56410
$endgroup$
add a comment |
Your Answer
StackExchange.ifUsing("editor", function () {
return StackExchange.using("mathjaxEditing", function () {
StackExchange.MarkdownEditor.creationCallbacks.add(function (editor, postfix) {
StackExchange.mathjaxEditing.prepareWmdForMathJax(editor, postfix, [["$", "$"], ["\\(","\\)"]]);
});
});
}, "mathjax-editing");
StackExchange.ready(function() {
var channelOptions = {
tags: "".split(" "),
id: "557"
};
initTagRenderer("".split(" "), "".split(" "), channelOptions);
StackExchange.using("externalEditor", function() {
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled) {
StackExchange.using("snippets", function() {
createEditor();
});
}
else {
createEditor();
}
});
function createEditor() {
StackExchange.prepareEditor({
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: false,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: null,
bindNavPrevention: true,
postfix: "",
imageUploader: {
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
},
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
});
}
});
Akhilesh is a new contributor. Be nice, and check out our Code of Conduct.
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f46394%2fwhere-does-kmeans-store-its-trained-model-parameters-in-scikit-learn%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
1 Answer
1
active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
$begingroup$
K-means stores 4 model parameters namely cluster_centers_, labels_, inertia_, n_iter_. For details on what they store you can look at the official documentation. Also, Inertia, or the within-cluster sum of squares criterion, can be recognized as a measure of how internally coherent clusters are. You can see a full description here under the section: 2.3.2. K-means.
answered 15 hours ago
bkshibkshi
56410
$endgroup$
add a comment |
$begingroup$
K-means stores 4 model parameters namely cluster_centers_, labels_, inertia_, n_iter_. For details on what they store you can look at the official documentation. Also, Inertia, or the within-cluster sum of squares criterion, can be recognized as a measure of how internally coherent clusters are. You can see a full description here under the section: 2.3.2. K-means.
answered 15 hours ago
bkshibkshi
56410
$endgroup$
add a comment |
$begingroup$
K-means stores 4 model parameters namely cluster_centers_, labels_, inertia_, n_iter_. For details on what they store you can look at the official documentation. Also, Inertia, or the within-cluster sum of squares criterion, can be recognized as a measure of how internally coherent clusters are. You can see a full description here under the section: 2.3.2. K-means.
answered 15 hours ago
bkshibkshi
56410
$endgroup$
K-means stores 4 model parameters namely cluster_centers_, labels_, inertia_, n_iter_. For details on what they store you can look at the official documentation. Also, Inertia, or the within-cluster sum of squares criterion, can be recognized as a measure of how internally coherent clusters are. You can see a full description here under the section: 2.3.2. K-means.
answered 15 hours ago
bkshibkshi
56410
answered 15 hours ago
bkshibkshi
56410
answered 15 hours ago
bkshibkshi
56410
answered 15 hours ago
bkshibkshi
56410
56410
add a comment |
add a comment |
Akhilesh is a new contributor. Be nice, and check out our Code of Conduct.
Akhilesh is a new contributor. Be nice, and check out our Code of Conduct.
Akhilesh is a new contributor. Be nice, and check out our Code of Conduct.
Akhilesh is a new contributor. Be nice, and check out our Code of Conduct.
Thanks for contributing an answer to Data Science Stack Exchange!
- Please be sure to answer the question. Provide details and share your research!
But avoid …
- Asking for help, clarification, or responding to other answers.
- Making statements based on opinion; back them up with references or personal experience.
Use MathJax to format equations. MathJax reference.
To learn more, see our tips on writing great answers.
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fdatascience.stackexchange.com%2fquestions%2f46394%2fwhere-does-kmeans-store-its-trained-model-parameters-in-scikit-learn%23new-answer', 'question_page');
}
);
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Sign up or log in
StackExchange.ready(function () {
StackExchange.helpers.onClickDraftSave('#login-link');
});
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Sign up using Google
Sign up using Facebook
Sign up using Email and Password
Post as a guest
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown
Required, but never shown