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EX2_Solutions_India_Pvt_Ltd

Task provided

Task 2: Predictive Analysis 

You are provided anonymized data of the customers who decide to use our services. The dataset have two target features: target_1 and target_2. 

Your task is to predict the value of target_1 and target_2 given new data. We are providing one part of the dataset to you. The other part of the dataset is kept with us for testing purpose of your approach.

Expected Output – Create a summary report of your approach and results. The report length and format is left to your imagination. So is the choice of your tools. Make sure whatever tools you use is documented in the report itself.

You have to provide the executable code that can be run on our test set. You can assume that the program should ask for path to input file. 

Data – train.csv.zip

corrcoef of the variables screen shot 2017-09-12 at 10 36 21 pm

corrrmapplot screen shot 2017-09-12 at 10 35 47 pm

Result using GBM with other functionality set to true. screen shot 2017-09-12 at 10 38 45 pm