Mobile Money and Financial Inclusion in Tanzania Challenge
Helping Tanzania, United Republic of
$2 250 USD
Challenge completed over 6 years ago
Prediction
703 joined
162 active
Start
Mar 26, 19
Close
Jun 30, 19
Reveal
Jul 01, 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