[scikit-learn] urgent help in scikit-learn

[Shuchi Mala]

Thank you so much for your quick reply. I have one more doubt. The below
statement is used to calculate rand score.

metrics.adjusted_rand_score(labels_true, labels_pred)
In my case what will be labels_true and labels_pred and how I will
calculate labels_pred?

With Best Regards,
Shuchi  Mala
Research Scholar
Department of Civil Engineering
MNIT Jaipur


On Thu, Mar 30, 2017 at 8:38 PM, Shane Grigsby <shane.grigsby at colorado.edu>
wrote:

> Since you're using lat / long coords, you'll also want to convert them to
> radians and specify 'haversine' as your distance metric; i.e. :
>
>    coords = np.vstack([lats.ravel(),longs.ravel()]).T
>    coords *= np.pi / 180. # to radians
>
> ...and:
>
>    db = DBSCAN(eps=0.3, min_samples=10, metric='haversine')
>    # replace eps and min_samples as appropriate
>    db.fit(coords)
>
> Cheers,
> Shane
>
>
> On 03/30, Sebastian Raschka wrote:
>
>> Hi, Shuchi,
>>
>> 1. How can I add data to the data set of the package?
>>>
>>
>> You don’t need to add your dataset to the dataset module to run your
>> analysis. A convenient way to load it into a numpy array would be via
>> pandas. E.g.,
>>
>> import pandas as pd
>> df = pd.read_csv(‘your_data.txt', delimiter=r"\s+”)
>> X = df.values
>>
>> 2. How I can calculate Rand index for my data?
>>>
>>
>> After you ran the clustering, you can use the “adjusted_rand_score”
>> function, e.g., see
>> http://scikit-learn.org/stable/modules/clustering.html#
>> adjusted-rand-score
>>
>> 3. How to use make_blobs command for my data?
>>>
>>
>> The make_blobs command is just a utility function to create toydatasets,
>> you wouldn’t need it in your case since you already have “real” data.
>>
>> Best,
>> Sebastian
>>
>>
>> On Mar 30, 2017, at 4:51 AM, Shuchi Mala <shuchi.23 at gmail.com> wrote:
>>>
>>> Hi everyone,
>>>
>>> I have the data with following attributes: (Latitude, Longitude). Now I
>>> am performing clustering using DBSCAN for my data. I have following doubts:
>>>
>>> 1. How can I add data to the data set of the package?
>>> 2. How I can calculate Rand index for my data?
>>> 3. How to use make_blobs command for my data?
>>>
>>> Sample of my data is :
>>> Latitude        Longitude
>>> 37.76901        -122.429299
>>> 37.76904        -122.42913
>>> 37.76878        -122.429092
>>> 37.7763 -122.424249
>>> 37.77627        -122.424657
>>>
>>>
>>> With Best Regards,
>>> Shuchi  Mala
>>> Research Scholar
>>> Department of Civil Engineering
>>> MNIT Jaipur
>>>
>>> _______________________________________________
>>> scikit-learn mailing list
>>> scikit-learn at python.org
>>> https://mail.python.org/mailman/listinfo/scikit-learn
>>>
>>
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>
> --
> *PhD candidate & Research Assistant*
> *Cooperative Institute for Research in Environmental Sciences (CIRES)*
> *University of Colorado at Boulder*
>
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