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Estimating location in a model


Combining data sets without using row.nameWays to deal with longitude/latitude featurematrix factorization?Approach to classify spatial trajectories of vesselsIn orange, how do you split a given table at a certain row id?predicting number of customers based on long/lat coordinatesHow to implement keras LSTM time serieshow to predict content based demandusing neural networks to predict set of characterticsLow accuracy in multi-class classification despite all data being generated from rules













2












$begingroup$


I have a big dataset with 10 columns and about a 100,000 rows. Each 5 rows represent a person being tracked and the data related to this tracking such as time, velocity, etc. the last two columns are the longitude and latitude for that person.



To test the model, the test set has the fifth row for each person missing in longitude and latitude. What's the best way to approach this problem?



for example the test set looks like:



id time feature2 feature3 long lat
1 x x x number number
1 x x x number number
1 x x x number number
1 x x x number number
1 x x x
2 x x x number number
2 x x x number number
2 x x x number number
2 x x x number number
2 x x x


etc










share|improve this question









$endgroup$











  • $begingroup$
    What’s the time difference between each row from 5-rows?
    $endgroup$
    – pythinker
    Apr 9 at 16:46















2












$begingroup$


I have a big dataset with 10 columns and about a 100,000 rows. Each 5 rows represent a person being tracked and the data related to this tracking such as time, velocity, etc. the last two columns are the longitude and latitude for that person.



To test the model, the test set has the fifth row for each person missing in longitude and latitude. What's the best way to approach this problem?



for example the test set looks like:



id time feature2 feature3 long lat
1 x x x number number
1 x x x number number
1 x x x number number
1 x x x number number
1 x x x
2 x x x number number
2 x x x number number
2 x x x number number
2 x x x number number
2 x x x


etc










share|improve this question









$endgroup$











  • $begingroup$
    What’s the time difference between each row from 5-rows?
    $endgroup$
    – pythinker
    Apr 9 at 16:46













2












2








2





$begingroup$


I have a big dataset with 10 columns and about a 100,000 rows. Each 5 rows represent a person being tracked and the data related to this tracking such as time, velocity, etc. the last two columns are the longitude and latitude for that person.



To test the model, the test set has the fifth row for each person missing in longitude and latitude. What's the best way to approach this problem?



for example the test set looks like:



id time feature2 feature3 long lat
1 x x x number number
1 x x x number number
1 x x x number number
1 x x x number number
1 x x x
2 x x x number number
2 x x x number number
2 x x x number number
2 x x x number number
2 x x x


etc










share|improve this question









$endgroup$




I have a big dataset with 10 columns and about a 100,000 rows. Each 5 rows represent a person being tracked and the data related to this tracking such as time, velocity, etc. the last two columns are the longitude and latitude for that person.



To test the model, the test set has the fifth row for each person missing in longitude and latitude. What's the best way to approach this problem?



for example the test set looks like:



id time feature2 feature3 long lat
1 x x x number number
1 x x x number number
1 x x x number number
1 x x x number number
1 x x x
2 x x x number number
2 x x x number number
2 x x x number number
2 x x x number number
2 x x x


etc







machine-learning predictive-modeling algorithms machine-learning-model






share|improve this question













share|improve this question











share|improve this question




share|improve this question










asked Apr 9 at 8:53









principeprincipe

111




111











  • $begingroup$
    What’s the time difference between each row from 5-rows?
    $endgroup$
    – pythinker
    Apr 9 at 16:46
















  • $begingroup$
    What’s the time difference between each row from 5-rows?
    $endgroup$
    – pythinker
    Apr 9 at 16:46















$begingroup$
What’s the time difference between each row from 5-rows?
$endgroup$
– pythinker
Apr 9 at 16:46




$begingroup$
What’s the time difference between each row from 5-rows?
$endgroup$
– pythinker
Apr 9 at 16:46










0






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