Mobile Money and Financial Inclusion in Tanzania Challenge
Helping Tanzania, United Republic of
$2 250 USD
Completed (over 7 years ago)
Prediction
734 joined
162 active
Start
26 Mar 19
Close
30 Jun 19
Reveal
01 Jul 19
Feature selection
Notebooks · 27 Jun 2019, 09:06 · 1
This is an exemple feature selection. so without enrich your data set it very dificult to improve our score. Because all variable are very small contribution.
('Q1', 0.061429050143116733)
('Q2', 0.011806785042619903)
('Q3', 0.022095198979739418)
('Q4', 0.031424206677461951)
('Q5', 0.022997306223697462)
('Q6', 0.0075367235122939993)
('Q7', 0.063292254455874275)
('Q8_1', 0.0037811016699987399)
('Q8_2', 0.012228517973679081)
('Q8_3', 0.0019458127824748478)
('Q8_4', 0.012176487844446207)
('Q8_5', 0.00012773417517041364)
('Q8_6', 6.1050951915491139e-06)
('Q8_7', 3.0306989764214775e-05)
('Q8_8', 0.00074663998878069459)
('Q8_9', 0.0069981937618360975)
('Q8_10', 0.0080571753176474897)
('Q8_11', 3.1520189421350721e-06)
('Q9', 0.0035147251238743398)
('Q10', 0.020690137802578938)
('Q11', 0.0027867219352076316)
('Q12', 0.08675660716409786)
('Q13', 0.093381784338594009)
('Q14', 0.1089953085120534)
('Q15', 0.12481162722766649)
('Q16', 0.094188541036927476)
('Q17', 0.017972099566778598)
('Q18', 0.024868603998472433)
('Q19', 0.019999319770607104)
('Latitude', 0.06599559403683862)
('Longitude', 0.069356176833567679)
what methods are preferable for feature selection