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Octavio Martinez Manzanera octaviomtz

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octaviomtz / Level of GDP per capita and productivity.csv
Created March 18, 2015 14:58
GDP per capita obtained from http://stats.oecd.org/
We can make this file beautiful and searchable if this error is corrected: It looks like row 3 should actually have 45 columns, instead of 44. in line 2.
Country,1970,1971,1972,1973,1974,1975,1976,1977,1978,1979,1980,1981,1982,1983,1984,1985,1986,1987,1988,1989,1990,1991,1992,1993,1994,1995,1996,1997,1998,1999,2000,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013
Australia,18737.10,18680.80,18864.50,19342.20,19291.70,19596.90,20100.70,20037.70,20634.30,21013.90,21418.80,21767.90,20954.90,21649.70,22504.50,23061.10,23277.90,24192.10,24709.80,25355.80,24981.10,24747.30,25485.90,26252.50,26942.00,27628.60,28368.60,29324.80,30456.00,31264.20,31478.40,32258.60,32853.10,33807.00,34480.80,35005.00,35750.70,36393.30,36231.20,36273.60,36593.00,37358.70,37681.50,37907.20
Austria,15223.80,15929.70,16822.10,17546.60,18207.40,18189.30,19054.50,20014.80,19988.80,21095.50,21460.70,21375.20,21789.50,22473.60,22486.50,23037.50,23552.80,23857.30,24608.80,25450.40,26354.80,26991.00,27254.40,27173.00,27718.90,28414.90,29057.10,29664.20,30686.50,31726.40,32716.30,33031.40,33412.90,33515.70,34206.90,34702.00,35679.70,36850.40,37302.10,35799.10,36386.80,37381.60,3754
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octaviomtz / Messi's first 249 goals (spanish league).csv
Last active August 29, 2015 14:17
Lionel Messi first 249 goals according http://www.marca.com/2014/11/22/multimedia/graficos/1416695536.html
City Team Geo Accuracy Camp Nou Away Geo Latitude Geo Longitude Total
Alicante Hercules administrative 0 2 38.37564915 -0.531436525 2
Eibar Eibar administrative 1 0 43.1842839 -2.4732748 1
Granada Granada administrative 5 2 37.152664 -3.59583 7
Numancia Numancia administrative 2 0 41.754096 -2.468687 2
Villarreal Villarreal administrative 4 3 39.9368979 -0.1010285 7
A Coruna Deportivo city 3 6 43.3650323 -8.4129958 9
Albacete Albacete city 1 0 38.9951049 -1.8559613 1
Almeria Almeria city 4 6 36.8414197 -2.4628135 10
Bilbao Athletic city 7 2 43.2629642 -2.9349478 9
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octaviomtz / 123 datasets.csv
Created March 18, 2015 22:31
123 pre-prepared data sets compiled by the authors of the DWN study
Problem File Name Relation Name nRows TestMethod nTrain nTest nVars nTargets
abalone/abalone.arff abalone 4177 test-set cross-validation 4077 100 8 3
acute-inflammation/acute-inflammation.arff acute-inflammation 120 leave-one-out cross-validation 119 100 6 2
acute-nephritis/acute-nephritis.arff acute-nephritis 120 leave-one-out cross-validation 119 100 6 2
adult/adult_train.arff adult 32561 test-set cross-validation 32461 100 14 2
annealing/annealing_train.arff annealing 798 test-set cross-validation 698 100 31 5
arrhythmia/arrhythmia.arff arrhythmia 452 leave-one-out cross-validation 451 100 262 13
audiology-std/con_patrons_repetidos/audiology-std_train.arff audiology-std 194 leave-one-out cross-validation 193 100 59 18
audiology-std/audiology-std_train.arff audiology-std 171 leave-one-out cross-validation 170 100 59 18
balance-scale/balance-scale.arff balance-scale 625 test-set cross-validation 525 100 4 3
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octaviomtz / 123 datasets.csv
Created March 26, 2015 20:47
123 machine learning databases
abalone/abalone.arff abalone 4177 test-set cross-validation 4077 100 8 3
acute-inflammation/acute-inflammation.arff acute-inflammation 120 leave-one-out cross-validation 119 100 6 2
acute-nephritis/acute-nephritis.arff acute-nephritis 120 leave-one-out cross-validation 119 100 6 2
adult/adult_train.arff adult 32561 test-set cross-validation 32461 100 14 2
annealing/annealing_train.arff annealing 798 test-set cross-validation 698 100 31 5
arrhythmia/arrhythmia.arff arrhythmia 452 leave-one-out cross-validation 451 100 262 13
audiology-std/con_patrons_repetidos/audiology-std_train.arff audiology-std 194 leave-one-out cross-validation 193 100 59 18
audiology-std/audiology-std_train.arff audiology-std 171 leave-one-out cross-validation 170 100 59 18
balance-scale/balance-scale.arff balance-scale 625 test-set cross-validation 525 100 4 3
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octaviomtz / 123 datasets.csv
Created April 3, 2015 19:33
vertical bar showing the number of features for each dataset (each bar represents a dataset)
ProblemFileName RelationName nRows TestMethod nTrain nTest nVars nTargets
abalone/abalone.arff abalone 4177 test-set cross-validation 4077 100 8 3
acute-inflammation/acute-inflammation.arff acute-inflammation 120 leave-one-out cross-validation 119 100 6 2
acute-nephritis/acute-nephritis.arff acute-nephritis 120 leave-one-out cross-validation 119 100 6 2
adult/adult_train.arff adult 32561 test-set cross-validation 32461 100 14 2
annealing/annealing_train.arff annealing 798 test-set cross-validation 698 100 31 5
arrhythmia/arrhythmia.arff arrhythmia 452 leave-one-out cross-validation 451 100 262 13
audiology-std/con_patrons_repetidos/audiology-std_train.arff audiology-std 194 leave-one-out cross-validation 193 100 59 18
audiology-std/audiology-std_train.arff audiology-std 171 leave-one-out cross-validation 170 100 59 18
balance-scale/balance-scale.arff balance-scale 625 test-set cross-validation 525 100 4 3
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octaviomtz / 123 datasets.csv
Created April 12, 2015 21:51
octavio - assignment 4
abalone/abalone.arff abalone 4177 test-set cross-validation 4077 100 8 3
acute-inflammation/acute-inflammation.arff acute-inflammation 120 leave-one-out cross-validation 119 100 6 2
acute-nephritis/acute-nephritis.arff acute-nephritis 120 leave-one-out cross-validation 119 100 6 2
adult/adult_train.arff adult 32561 test-set cross-validation 32461 100 14 2
annealing/annealing_train.arff annealing 798 test-set cross-validation 698 100 31 5
arrhythmia/arrhythmia.arff arrhythmia 452 leave-one-out cross-validation 451 100 262 13
audiology-std/con_patrons_repetidos/audiology-std_train.arff audiology-std 194 leave-one-out cross-validation 193 100 59 18
audiology-std/audiology-std_train.arff audiology-std 171 leave-one-out cross-validation 170 100 59 18
balance-scale/balance-scale.arff balance-scale 625 test-set cross-validation 525 100 4 3
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octaviomtz / drinks.csv
Created April 19, 2015 16:04
alcohol consumption
country beer_servings spirit_servings wine_servings total_litres_of_pure_alcohol
Afghanistan 0 0 0 0
Albania 89 132 54 4.9
Algeria 25 0 14 0.7
Andorra 245 138 312 12.4
Angola 217 57 45 5.9
Antigua & Barbuda 102 128 45 4.9
Argentina 193 25 221 8.3
Armenia 21 179 11 3.8
Australia 261 72 212 10.4
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octaviomtz / index.html
Created October 29, 2015 22:03
<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8" />
<title>Howework 1 | Octavio</title>
<script type="text/javascript" src="http://d3js.org/d3.v3.min.js"></script>
<script src="script.js"></script>
<style type="text/css">
@octaviomtz
octaviomtz / index.html
Created November 7, 2015 00:11
homework 2 - stacked area charts - points per game 5 players
<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8" />
<title>Howework 2 | Octavio</title>
<script type="text/javascript" src="http://d3js.org/d3.v3.min.js"></script>
<script src="script.js"></script>
<style type="text/css">
@octaviomtz
octaviomtz / index.html
Created November 10, 2015 18:14
map of México
<!doctype html>
<html lang="en">
<head>
<meta charset="utf-8" />
<title>Howework 1 | Octavio</title>
<script type="text/javascript" src="http://d3js.org/d3.v3.min.js"></script>
<script src="script.js"></script>
<style type="text/css">
body {