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April 12, 2015 21:51
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octavio - assignment 4
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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 | |
balloons/balloons.arff | balloons | 16 | leave-one-out cross-validation | 15 | 16 | 4 | 2 | |
bank/bank.arff | bank | 4521 | test-set cross-validation | 4421 | 100 | 16 | 2 | |
blood/blood.arff | blood | 748 | test-set cross-validation | 648 | 100 | 4 | 2 | |
breast-cancer/breast-cancer.arff | breast-cancer | 286 | leave-one-out cross-validation | 285 | 100 | 9 | 2 | |
breast-cancer-wisc/breast-cancer-wisc.arff | breast-cancer-wisc | 699 | test-set cross-validation | 599 | 100 | 9 | 2 | |
breast-cancer-wisc-diag/breast-cancer-wisc-diag.arff | breast-cancer-wisc-diag | 569 | test-set cross-validation | 469 | 100 | 30 | 2 | |
breast-cancer-wisc-prog/breast-cancer-wisc-prog.arff | breast-cancer-wisc-prog | 198 | leave-one-out cross-validation | 197 | 100 | 33 | 2 | |
breast-tissue/breast-tissue.arff | breast-tissue | 106 | leave-one-out cross-validation | 105 | 100 | 9 | 6 | |
car/car.arff | car | 1728 | test-set cross-validation | 1628 | 100 | 6 | 4 | |
cardiotocography-3clases/cardiotocography-3clases.arff | cardiotocography-3clases | 2126 | test-set cross-validation | 2026 | 100 | 21 | 3 | |
cardiotocography-10clases/cardiotocography-10clases.arff | cardiotocography-10clases | 2126 | test-set cross-validation | 2026 | 100 | 21 | 10 | |
chess-krvk/chess-krvk.arff | chess-krvk | 28056 | test-set cross-validation | 27956 | 100 | 6 | 18 | |
chess-krvkp/chess-krvkp.arff | chess-krvkp | 3196 | test-set cross-validation | 3096 | 100 | 36 | 2 | |
congressional-voting/congressional-voting.arff | congressional-voting | 435 | leave-one-out cross-validation | 434 | 100 | 16 | 2 | |
conn-bench-sonar-mines-rocks/conn-bench-sonar-mines-rocks.arff | conn-bench-sonar-mines-rocks | 208 | leave-one-out cross-validation | 207 | 100 | 60 | 2 | |
conn-bench-vowel-deterding/conn-bench-vowel-deterding_train.arff | conn-bench-vowel-deterding | 528 | test-set cross-validation | 428 | 100 | 11 | 11 | |
connect-4/connect-4.arff | connect-4 | 67557 | test-set cross-validation | 67457 | 100 | 42 | 2 | |
contrac/contrac.arff | contrac | 1473 | test-set cross-validation | 1373 | 100 | 9 | 3 | |
credit-approval/credit-approval.arff | credit-approval | 690 | test-set cross-validation | 590 | 100 | 15 | 2 | |
cylinder-bands/cylinder-bands.arff | cylinder-bands | 512 | test-set cross-validation | 412 | 100 | 35 | 2 | |
dermatology/dermatology.arff | dermatology | 366 | leave-one-out cross-validation | 365 | 100 | 34 | 6 | |
echocardiogram/echocardiogram.arff | echocardiogram | 131 | leave-one-out cross-validation | 130 | 100 | 10 | 2 | |
ecoli/ecoli.arff | ecoli | 336 | leave-one-out cross-validation | 335 | 100 | 7 | 8 | |
energy-y1/energy-y1.arff | energy-y1 | 768 | test-set cross-validation | 668 | 100 | 8 | 3 | |
energy-y2/energy-y2.arff | energy-y2 | 768 | test-set cross-validation | 668 | 100 | 8 | 3 | |
fertility/fertility.arff | fertility | 100 | leave-one-out cross-validation | 99 | 100 | 9 | 2 | |
flags/flags.arff | flags | 194 | leave-one-out cross-validation | 193 | 100 | 28 | 8 | |
glass/glass.arff | glass | 214 | leave-one-out cross-validation | 213 | 100 | 9 | 6 | |
haberman-survival/haberman-survival.arff | haberman-survival | 306 | leave-one-out cross-validation | 305 | 100 | 3 | 2 | |
hayes-roth/hayes-roth_train.arff | hayes-roth | 132 | leave-one-out cross-validation | 131 | 100 | 3 | 3 | |
heart-cleveland/heart-cleveland.arff | heart-cleveland | 303 | leave-one-out cross-validation | 302 | 100 | 13 | 5 | |
heart-hungarian/heart-hungarian.arff | heart-hungarian | 294 | leave-one-out cross-validation | 293 | 100 | 12 | 2 | |
heart-switzerland/heart-switzerland.arff | heart-switzerland | 123 | leave-one-out cross-validation | 122 | 100 | 12 | 5 | |
heart-va/heart-va.arff | heart-va | 200 | leave-one-out cross-validation | 199 | 100 | 12 | 5 | |
hepatitis/hepatitis.arff | hepatitis | 155 | leave-one-out cross-validation | 154 | 100 | 19 | 2 | |
hill-valley/hill-valley_train.arff | hill-valley | 606 | test-set cross-validation | 506 | 100 | 100 | 2 | |
horse-colic/horse-colic_train.arff | horse-colic | 300 | leave-one-out cross-validation | 299 | 100 | 25 | 2 | |
ilpd-indian-liver/ilpd-indian-liver.arff | ilpd-indian-liver | 583 | test-set cross-validation | 483 | 100 | 9 | 2 | |
image-segmentation/image-segmentation_train.arff | image-segmentation | 210 | leave-one-out cross-validation | 209 | 100 | 18 | 7 | |
ionosphere/ionosphere.arff | ionosphere | 351 | leave-one-out cross-validation | 350 | 100 | 33 | 2 | |
iris/iris.arff | iris | 150 | leave-one-out cross-validation | 149 | 100 | 4 | 3 | |
led-display/led-display.arff | led-display | 1000 | test-set cross-validation | 900 | 100 | 7 | 10 | |
lenses/lenses.arff | lenses | 24 | leave-one-out cross-validation | 23 | 24 | 4 | 3 | |
letter/letter.arff | letter | 20000 | test-set cross-validation | 19900 | 100 | 16 | 26 | |
libras/libras.arff | libras | 360 | leave-one-out cross-validation | 359 | 100 | 90 | 15 | |
low-res-spect/low-res-spect.arff | low-res-spect | 531 | test-set cross-validation | 431 | 100 | 100 | 9 | |
lung-cancer/lung-cancer.arff | lung-cancer | 32 | leave-one-out cross-validation | 31 | 32 | 56 | 3 | |
lymphography/lymphography.arff | lymphography | 148 | leave-one-out cross-validation | 147 | 100 | 18 | 4 | |
magic/magic.arff | magic | 19020 | test-set cross-validation | 18920 | 100 | 10 | 2 | |
mammographic/mammographic.arff | mammographic | 961 | test-set cross-validation | 861 | 100 | 5 | 2 | |
miniboone/miniboone.arff | miniboone | 130064 | test-set cross-validation | 129964 | 100 | 50 | 2 | |
molec-biol-promoter/molec-biol-promoter.arff | molec-biol-promoter | 106 | leave-one-out cross-validation | 105 | 100 | 57 | 2 | |
molec-biol-splice/molec-biol-splice.arff | molec-biol-splice | 3190 | test-set cross-validation | 3090 | 100 | 60 | 3 | |
monks-1/monks-1_train.arff | monks-1 | 124 | leave-one-out cross-validation | 123 | 100 | 6 | 2 | |
monks-2/monks-2_train.arff | monks-2 | 169 | leave-one-out cross-validation | 168 | 100 | 6 | 2 | |
monks-3/monks-3_train.arff | monks-3 | 122 | leave-one-out cross-validation | 121 | 100 | 6 | 2 | |
mushroom/mushroom.arff | mushroom | 8124 | test-set cross-validation | 8024 | 100 | 21 | 2 | |
musk-1/musk-1.arff | musk-1 | 476 | leave-one-out cross-validation | 475 | 100 | 166 | 2 | |
musk-2/musk-2.arff | musk-2 | 6598 | test-set cross-validation | 6498 | 100 | 166 | 2 | |
nursery/nursery.arff | nursery | 12960 | test-set cross-validation | 12860 | 100 | 8 | 5 | |
oocytes_merluccius_nucleus_4d/oocytes_merluccius_nucleus_4d.arff | oocytes_merluccius_nucleus_4d | 1022 | test-set cross-validation | 922 | 100 | 41 | 2 | |
oocytes_merluccius_states_2f/oocytes_merluccius_states_2f.arff | oocytes_merluccius_states_2f | 1022 | test-set cross-validation | 922 | 100 | 25 | 3 | |
oocytes_trisopterus_nucleus_2f/oocytes_trisopterus_nucleus_2f.arff | oocytes_trisopterus_nucleus_2f | 912 | test-set cross-validation | 812 | 100 | 25 | 2 | |
oocytes_trisopterus_states_5b/oocytes_trisopterus_states_5b.arff | oocytes_trisopterus_states_5b | 912 | test-set cross-validation | 812 | 100 | 32 | 3 | |
optical/optical_train.arff | optical | 3823 | test-set cross-validation | 3723 | 100 | 62 | 10 | |
ozone/ozone.arff | ozone | 2536 | test-set cross-validation | 2436 | 100 | 72 | 2 | |
page-blocks/page-blocks.arff | page-blocks | 5473 | test-set cross-validation | 5373 | 100 | 10 | 5 | |
parkinsons/parkinsons.arff | parkinsons | 195 | leave-one-out cross-validation | 194 | 100 | 22 | 2 | |
pendigits/pendigits_train.arff | pendigits | 7494 | test-set cross-validation | 7394 | 100 | 16 | 10 | |
pima/pima.arff | pima | 768 | test-set cross-validation | 668 | 100 | 8 | 2 | |
pittsburg-bridges-MATERIAL/pittsburg-bridges-MATERIAL.arff | pittsburg-bridges-MATERIAL | 106 | leave-one-out cross-validation | 105 | 100 | 7 | 3 | |
pittsburg-bridges-REL-L/pittsburg-bridges-REL-L.arff | pittsburg-bridges-REL-L | 103 | leave-one-out cross-validation | 102 | 100 | 7 | 3 | |
pittsburg-bridges-SPAN/pittsburg-bridges-SPAN.arff | pittsburg-bridges-SPAN | 92 | leave-one-out cross-validation | 91 | 92 | 7 | 3 | |
pittsburg-bridges-T-OR-D/pittsburg-bridges-T-OR-D.arff | pittsburg-bridges-T-OR-D | 102 | leave-one-out cross-validation | 101 | 100 | 7 | 2 | |
pittsburg-bridges-TYPE/pittsburg-bridges-TYPE.arff | pittsburg-bridges-TYPE | 105 | leave-one-out cross-validation | 104 | 100 | 7 | 6 | |
planning/planning.arff | planning | 182 | leave-one-out cross-validation | 181 | 100 | 12 | 2 | |
plant-margin/plant-margin.arff | plant-margin | 1600 | test-set cross-validation | 1500 | 100 | 64 | 100 | |
plant-shape/plant-shape.arff | plant-shape | 1600 | test-set cross-validation | 1500 | 100 | 64 | 100 | |
plant-texture/plant-texture.arff | plant-texture | 1599 | test-set cross-validation | 1499 | 100 | 64 | 100 | |
post-operative/post-operative.arff | post-operative | 90 | leave-one-out cross-validation | 89 | 90 | 8 | 3 | |
primary-tumor/primary-tumor.arff | primary-tumor | 330 | leave-one-out cross-validation | 329 | 100 | 17 | 15 | |
ringnorm/ringnorm.arff | ringnorm | 7400 | test-set cross-validation | 7300 | 100 | 20 | 2 | |
seeds/seeds.arff | seeds | 210 | leave-one-out cross-validation | 209 | 100 | 7 | 3 | |
semeion/semeion.arff | semeion | 1593 | test-set cross-validation | 1493 | 100 | 256 | 10 | |
soybean/soybean_train.arff | soybean | 307 | leave-one-out cross-validation | 306 | 100 | 35 | 18 | |
spambase/spambase.arff | spambase | 4601 | test-set cross-validation | 4501 | 100 | 57 | 2 | |
spect/spect_train.arff | spect | 79 | leave-one-out cross-validation | 78 | 79 | 22 | 2 | |
spectf/spectf_train.arff | spectf | 80 | leave-one-out cross-validation | 79 | 80 | 44 | 2 | |
statlog-australian-credit/statlog-australian-credit.arff | statlog-australian-credit | 690 | test-set cross-validation | 590 | 100 | 14 | 2 | |
statlog-german-credit/statlog-german-credit.arff | statlog-german-credit | 1000 | test-set cross-validation | 900 | 100 | 24 | 2 | |
statlog-heart/statlog-heart.arff | statlog-heart | 270 | leave-one-out cross-validation | 269 | 100 | 13 | 2 | |
statlog-image/statlog-image.arff | statlog-image | 2310 | test-set cross-validation | 2210 | 100 | 18 | 7 | |
statlog-landsat/statlog-landsat_train.arff | statlog-landsat | 4435 | test-set cross-validation | 4335 | 100 | 36 | 6 | |
statlog-shuttle/statlog-shuttle_train.arff | statlog-shuttle | 43500 | test-set cross-validation | 43400 | 100 | 9 | 7 | |
statlog-vehicle/statlog-vehicle.arff | statlog-vehicle | 846 | test-set cross-validation | 746 | 100 | 18 | 4 | |
steel-plates/steel-plates.arff | steel-plates | 1941 | test-set cross-validation | 1841 | 100 | 27 | 7 | |
synthetic-control/synthetic-control.arff | synthetic-control | 600 | test-set cross-validation | 500 | 100 | 60 | 6 | |
teaching/teaching.arff | teaching | 151 | leave-one-out cross-validation | 150 | 100 | 5 | 3 | |
thyroid/thyroid_train.arff | thyroid | 3772 | test-set cross-validation | 3672 | 100 | 21 | 3 | |
tic-tac-toe/tic-tac-toe.arff | tic-tac-toe | 958 | test-set cross-validation | 858 | 100 | 9 | 2 | |
titanic/titanic.arff | titanic | 2201 | test-set cross-validation | 2101 | 100 | 3 | 2 | |
twonorm/twonorm.arff | twonorm | 7400 | test-set cross-validation | 7300 | 100 | 20 | 2 | |
vertebral-column-2clases/datos_orixinais/column_3C_weka.arff | column_3C_weka | 310 | leave-one-out cross-validation | 309 | 100 | 6 | 3 | |
vertebral-column-2clases/datos_orixinais/column_2C_weka.arff | column_2C_weka | 310 | leave-one-out cross-validation | 309 | 100 | 6 | 2 | |
vertebral-column-2clases/vertebral-column-2clases.arff | vertebral-column-2clases | 310 | leave-one-out cross-validation | 309 | 100 | 6 | 2 | |
vertebral-column-3clases/vertebral-column-3clases.arff | vertebral-column-3clases | 310 | leave-one-out cross-validation | 309 | 100 | 6 | 3 | |
wall-following/wall-following.arff | wall-following | 5456 | test-set cross-validation | 5356 | 100 | 24 | 4 | |
waveform/waveform.arff | waveform | 5000 | test-set cross-validation | 4900 | 100 | 21 | 3 | |
waveform-noise/waveform-noise.arff | waveform-noise | 5000 | test-set cross-validation | 4900 | 100 | 40 | 3 | |
wine/wine.arff | wine | 178 | leave-one-out cross-validation | 177 | 100 | 13 | 3 | |
wine-quality-red/wine-quality-red.arff | wine-quality-red | 1599 | test-set cross-validation | 1499 | 100 | 11 | 6 | |
wine-quality-white/wine-quality-white.arff | wine-quality-white | 4898 | test-set cross-validation | 4798 | 100 | 11 | 7 | |
yeast/yeast.arff | yeast | 1484 | test-set cross-validation | 1384 | 100 | 8 | 10 | |
zoo/zoo.arff | zoo | 101 | leave-one-out cross-validation | 100 | 100 | 16 | 7 |
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<!DOCTYPE html> | |
<html lang="en"> | |
<head> | |
<meta charset="utf-8"> | |
<title>Loading CSV Data with D3</title> | |
<script type="text/javascript" src="http://d3js.org/d3.v3.min.js"></script> | |
<style type="text/css"> | |
body { | |
background-color: #ffffff; | |
} | |
svg { | |
background-color: white; | |
} | |
.axis path, | |
.axis line { | |
fill: none; | |
stroke: black; | |
shape-rendering: crispEdges; | |
} | |
.axis text { | |
font-family: sans-serif; | |
font-size: 11px; | |
} | |
rect:hover { | |
fill: #adff2f; | |
} | |
.y.axis path, | |
.y.axis line { | |
opacity: 0; | |
} | |
</style> | |
</head> | |
<body> | |
<h1>Some databases used to test different machine learning algorithms</h1> | |
<p>In machine learning there are many types of classifiers. A performance evaluation | |
of 179 classifiers using 121 datasets was performed </p> | |
<p>All information can be found here: | |
http://machinelearningmastery.com/use-random-forest-testing-179-classifiers-121-datasets/</p> | |
<script type="text/javascript"> | |
var w=1000; | |
var h=1300; | |
var padding=[20, 10, 20, 200]; | |
var widthScale = d3.scale.linear() | |
.range([0, w-padding[1]-padding[3] ]); | |
var heightScale = d3.scale.ordinal() | |
.rangeRoundBands([padding[0],h-padding[2] ], 0.1); | |
var xAxis = d3.svg.axis() | |
.scale(widthScale) | |
.orient("bottom"); | |
var yAxis = d3.svg.axis() | |
.scale(heightScale) | |
.orient("left"); | |
var svg = d3.select("body") | |
.append("svg") | |
.attr("width", w) | |
.attr("height", h); | |
//Load in contents of CSV file | |
d3.csv("123 datasets.csv", function(data) { | |
data.sort(function(a,b){ | |
return d3.descending(+a.nVars,+b.nVars); | |
}); | |
widthScale.domain([0, d3.max(data, function(d){ | |
return +d.nVars; | |
}) ]); | |
heightScale.domain(data.map(function(d) { return d.RelationName; } )); | |
rect=svg.selectAll("rect") | |
.data(data) | |
.enter() | |
.append("rect") | |
rect.attr("y",function(d){ | |
return heightScale(d.RelationName); | |
}) | |
.attr("height",heightScale.rangeBand()) | |
.attr("x",padding[3]) | |
.attr("width",function(d){ | |
return widthScale(d.nVars); | |
}) | |
.attr("fill","green") | |
.append("title") | |
.text(function(d){ | |
return d.RelationName + "'s study used " + d.nVars + " features"; | |
}) | |
svg.append("g") | |
.attr("class", "x axis") | |
.attr("transform", "translate(" + padding[3] + "," + (h - padding[2]) + ")") | |
.call(xAxis); | |
svg.append("g") | |
.attr("class", "y axis") | |
.attr("transform", "translate(" + (padding[3] - 5) + ",0)") | |
.call(yAxis); | |
}); | |
d3.select("body") | |
.append("p") | |
.text("Each bar corresponds to an experiment (scroll over for experiment title) and the height of the bar corresponds to the number of features being studied in that experiment") | |
</script> | |
</body> | |
</html> |
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