Data
secom

secom

in_preparation ARFF Public Domain (CC0) Visibility: public Uploaded 22-03-2018 by Silvia Nunes
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
Data from a semi-conductor manufacturing process, from http://archive.ics.uci.edu/ml/datasets/secom

591 features

classvalue (target)numeric2 unique values
0 missing
a1numeric1520 unique values
6 missing
a257numeric1 unique values
9 missing
a513numeric1 unique values
6 missing
a2numeric1504 unique values
7 missing
a258numeric1 unique values
9 missing
a514numeric1 unique values
6 missing
a3numeric507 unique values
14 missing
a259numeric1 unique values
9 missing
a515numeric1 unique values
6 missing
a4numeric518 unique values
14 missing
a260numeric1 unique values
9 missing
a516numeric1 unique values
6 missing
a5numeric503 unique values
14 missing
a261numeric1 unique values
9 missing
a517numeric498 unique values
1018 missing
a6numeric1 unique values
14 missing
a262numeric1 unique values
9 missing
a518numeric543 unique values
1018 missing
a7numeric510 unique values
14 missing
a263numeric1 unique values
9 missing
a519numeric542 unique values
1018 missing
a8numeric89 unique values
9 missing
a264numeric1 unique values
9 missing
a520numeric836 unique values
715 missing
a9numeric1208 unique values
2 missing
a265numeric1 unique values
9 missing
a521numeric1536 unique values
0 missing
a10numeric568 unique values
2 missing
a266numeric1 unique values
9 missing
a522numeric9 unique values
0 missing
a11numeric392 unique values
2 missing
a267numeric1 unique values
9 missing
a523numeric1562 unique values
0 missing
a12numeric378 unique values
2 missing
a268numeric291 unique values
8 missing
a524numeric1040 unique values
0 missing
a13numeric1547 unique values
2 missing
a269numeric333 unique values
8 missing
a525numeric1543 unique values
0 missing
a14numeric1 unique values
3 missing
a270numeric330 unique values
8 missing
a526numeric1526 unique values
24 missing
a15numeric1555 unique values
3 missing
a271numeric599 unique values
5 missing
a527numeric1514 unique values
0 missing
a16numeric1561 unique values
3 missing
a272numeric1559 unique values
6 missing
a528numeric1549 unique values
0 missing
a17numeric1477 unique values
3 missing
a273numeric1557 unique values
7 missing
a529numeric1 unique values
9 missing
a18numeric281 unique values
3 missing
a274numeric518 unique values
14 missing
a530numeric1 unique values
9 missing
a19numeric1548 unique values
3 missing
a275numeric518 unique values
14 missing
a531numeric1 unique values
9 missing
a20numeric361 unique values
10 missing
a276numeric458 unique values
14 missing
a532numeric1 unique values
9 missing
a21numeric552 unique values
0 missing
a277numeric1 unique values
14 missing
a533numeric1 unique values
9 missing
a22numeric1295 unique values
2 missing
a278numeric512 unique values
14 missing
a534numeric1 unique values
9 missing
a23numeric1176 unique values
2 missing
a279numeric22 unique values
9 missing
a535numeric1 unique values
9 missing
a24numeric1480 unique values
2 missing
a280numeric541 unique values
2 missing
a536numeric1 unique values
9 missing
a25numeric1494 unique values
2 missing
a281numeric246 unique values
2 missing
a537numeric1 unique values
9 missing
a26numeric704 unique values
2 missing
a282numeric227 unique values
2 missing
a538numeric1 unique values
9 missing
a27numeric624 unique values
2 missing
a283numeric114 unique values
2 missing
a539numeric1 unique values
9 missing
a28numeric1148 unique values
2 missing
a284numeric1515 unique values
2 missing
a540numeric333 unique values
8 missing
a29numeric869 unique values
2 missing
a285numeric1 unique values
3 missing
a541numeric336 unique values
8 missing
a30numeric188 unique values
2 missing
a286numeric1527 unique values
3 missing
a542numeric336 unique values
8 missing
a31numeric842 unique values
2 missing
a287numeric1540 unique values
3 missing
a543numeric102 unique values
2 missing
a32numeric1275 unique values
2 missing
a288numeric1076 unique values
3 missing
a544numeric71 unique values
2 missing
a33numeric338 unique values
1 missing
a289numeric87 unique values
3 missing
a545numeric21 unique values
2 missing
a34numeric330 unique values
1 missing
a290numeric1522 unique values
3 missing
a546numeric273 unique values
2 missing
a35numeric329 unique values
1 missing
a291numeric324 unique values
10 missing
a547numeric1047 unique values
260 missing
a36numeric331 unique values
1 missing
a292numeric354 unique values
0 missing
a548numeric1023 unique values
260 missing
a37numeric330 unique values
1 missing
a293numeric92 unique values
1429 missing
a549numeric964 unique values
260 missing
a38numeric325 unique values
1 missing
a294numeric138 unique values
1429 missing
a550numeric1048 unique values
260 missing
a39numeric329 unique values
1 missing
a295numeric1562 unique values
2 missing
a551numeric747 unique values
260 missing
a40numeric333 unique values
1 missing
a296numeric1561 unique values
2 missing
a552numeric213 unique values
260 missing
a41numeric291 unique values
24 missing
a297numeric1565 unique values
2 missing
a553numeric973 unique values
260 missing
a42numeric315 unique values
24 missing
a298numeric1559 unique values
2 missing
a554numeric1077 unique values
260 missing
a43numeric1 unique values
1 missing
a299numeric725 unique values
2 missing
a555numeric1000 unique values
260 missing
a44numeric1523 unique values
1 missing
a300numeric626 unique values
2 missing
a556numeric1085 unique values
260 missing
a45numeric1376 unique values
1 missing
a301numeric967 unique values
2 missing
a557numeric1070 unique values
260 missing
a46numeric1520 unique values
1 missing
a302numeric1134 unique values
2 missing
a558numeric1062 unique values
260 missing
a47numeric1562 unique values
1 missing
a303numeric569 unique values
2 missing
a559numeric365 unique values
1 missing
a48numeric1341 unique values
1 missing
a304numeric509 unique values
2 missing
a560numeric399 unique values
1 missing
a49numeric1486 unique values
1 missing
a305numeric1105 unique values
2 missing
a561numeric345 unique values
1 missing
a50numeric1 unique values
1 missing
a306numeric314 unique values
1 missing
a562numeric414 unique values
1 missing
a51numeric1520 unique values
1 missing
a307numeric262 unique values
1 missing
a563numeric873 unique values
273 missing
a52numeric1562 unique values
1 missing
a308numeric286 unique values
1 missing
a564numeric785 unique values
273 missing
a53numeric1 unique values
1 missing
a309numeric293 unique values
1 missing
a565numeric581 unique values
273 missing
a54numeric153 unique values
4 missing
a310numeric290 unique values
1 missing
a566numeric753 unique values
273 missing
a55numeric169 unique values
4 missing
a311numeric310 unique values
1 missing
a567numeric887 unique values
273 missing
a56numeric107 unique values
4 missing
a312numeric276 unique values
1 missing
a568numeric619 unique values
273 missing
a57numeric187 unique values
4 missing
a313numeric307 unique values
1 missing
a569numeric887 unique values
273 missing
a58numeric159 unique values
4 missing
a314numeric1 unique values
24 missing
a570numeric897 unique values
273 missing
a59numeric382 unique values
4 missing
a315numeric1 unique values
24 missing
a571numeric814 unique values
0 missing
a60numeric1500 unique values
7 missing
a316numeric1 unique values
1 missing
a572numeric811 unique values
0 missing
a61numeric1498 unique values
6 missing
a317numeric1533 unique values
1 missing
a573numeric518 unique values
0 missing
a62numeric1418 unique values
6 missing
a318numeric1160 unique values
1 missing
a574numeric754 unique values
0 missing
a63numeric1518 unique values
6 missing
a319numeric1535 unique values
1 missing
a575numeric830 unique values
0 missing
a64numeric1534 unique values
7 missing
a320numeric1550 unique values
1 missing
a576numeric599 unique values
0 missing
a65numeric1496 unique values
7 missing
a321numeric550 unique values
1 missing
a577numeric820 unique values
0 missing
a66numeric1550 unique values
7 missing
a322numeric1511 unique values
1 missing
a578numeric851 unique values
0 missing
a67numeric1559 unique values
6 missing
a323numeric1 unique values
1 missing
a579numeric322 unique values
949 missing
a68numeric1306 unique values
6 missing
a324numeric1536 unique values
1 missing
a580numeric260 unique values
949 missing
a69numeric1479 unique values
6 missing
a325numeric1560 unique values
1 missing
a581numeric120 unique values
949 missing
a70numeric1 unique values
6 missing
a326numeric1 unique values
1 missing
a582numeric611 unique values
949 missing
a71numeric1533 unique values
6 missing
a327numeric1 unique values
4 missing
a583numeric171 unique values
1 missing
a72numeric1557 unique values
6 missing
a328numeric1 unique values
4 missing
a584numeric227 unique values
1 missing
a73numeric773 unique values
794 missing
a329numeric1 unique values
4 missing
a585numeric68 unique values
1 missing
a74numeric770 unique values
794 missing
a330numeric1 unique values
4 missing
a586numeric1502 unique values
1 missing
a75numeric2 unique values
6 missing
a331numeric1 unique values
4 missing
a587numeric322 unique values
1 missing
a76numeric675 unique values
24 missing
a332numeric313 unique values
4 missing
a588numeric260 unique values
1 missing
a77numeric891 unique values
24 missing
a333numeric1517 unique values
7 missing
a589numeric120 unique values
1 missing
a78numeric842 unique values
24 missing
a334numeric1527 unique values
6 missing
a590numeric611 unique values
1 missing
a79numeric995 unique values
24 missing
a335numeric1145 unique values
6 missing
a80numeric691 unique values
24 missing
a336numeric1526 unique values
6 missing
a81numeric922 unique values
24 missing
a337numeric1532 unique values
7 missing
a82numeric580 unique values
24 missing
a338numeric1517 unique values
7 missing
a83numeric888 unique values
24 missing
a339numeric1520 unique values
7 missing
a84numeric1506 unique values
1 missing
a340numeric1543 unique values
6 missing
a85numeric180 unique values
12 missing
a341numeric761 unique values
6 missing
a86numeric97 unique values
1341 missing
a342numeric1517 unique values
6 missing
a87numeric472 unique values
0 missing
a343numeric2 unique values
6 missing
a88numeric249 unique values
0 missing
a344numeric1541 unique values
6 missing
a89numeric973 unique values
0 missing
a345numeric1551 unique values
6 missing
a90numeric650 unique values
51 missing
a346numeric767 unique values
794 missing
a91numeric1513 unique values
51 missing
a347numeric762 unique values
794 missing
a92numeric1191 unique values
6 missing
a348numeric2 unique values
6 missing
a93numeric180 unique values
2 missing
a349numeric357 unique values
24 missing
a94numeric174 unique values
2 missing
a350numeric373 unique values
24 missing
a95numeric22 unique values
6 missing
a351numeric435 unique values
24 missing
a96numeric14 unique values
6 missing
a352numeric499 unique values
24 missing
a97numeric1333 unique values
6 missing
a353numeric354 unique values
24 missing
a98numeric1 unique values
6 missing
a354numeric563 unique values
24 missing
a99numeric1420 unique values
6 missing
a355numeric486 unique values
24 missing
a100numeric272 unique values
6 missing
a356numeric572 unique values
24 missing
a101numeric35 unique values
6 missing
a357numeric1473 unique values
1 missing
a102numeric29 unique values
6 missing
a358numeric28 unique values
12 missing
a103numeric1066 unique values
6 missing
a359numeric20 unique values
1341 missing
a104numeric153 unique values
2 missing
a360numeric215 unique values
0 missing
a105numeric55 unique values
2 missing
a361numeric97 unique values
0 missing
a106numeric177 unique values
6 missing
a362numeric972 unique values
0 missing
a107numeric180 unique values
6 missing
a363numeric389 unique values
51 missing
a108numeric1159 unique values
6 missing
a364numeric1516 unique values
51 missing
a109numeric1183 unique values
6 missing
a365numeric1 unique values
6 missing
a110numeric96 unique values
1018 missing
a366numeric120 unique values
2 missing
a111numeric546 unique values
1018 missing
a367numeric107 unique values
2 missing
a112numeric545 unique values
1018 missing
a368numeric113 unique values
6 missing
a113numeric249 unique values
715 missing
a369numeric97 unique values
6 missing
a114numeric468 unique values
0 missing
a370numeric1 unique values
6 missing
a115numeric20 unique values
0 missing
a371numeric1 unique values
6 missing
a116numeric1567 unique values
0 missing
a372numeric1 unique values
6 missing
a117numeric136 unique values
0 missing
a373numeric1 unique values
6 missing
a118numeric1527 unique values
0 missing
a374numeric1 unique values
6 missing
a119numeric328 unique values
24 missing
a375numeric1 unique values
6 missing
a120numeric249 unique values
0 missing
a376numeric1 unique values
6 missing
a121numeric1269 unique values
0 missing
a377numeric36 unique values
2 missing
a122numeric54 unique values
9 missing
a378numeric31 unique values
2 missing
a123numeric309 unique values
9 missing
a379numeric1 unique values
6 missing
a124numeric50 unique values
9 missing
a380numeric1 unique values
6 missing
a125numeric59 unique values
9 missing
a381numeric1 unique values
6 missing
a126numeric155 unique values
9 missing
a382numeric1 unique values
6 missing
a127numeric273 unique values
9 missing
a383numeric29 unique values
1018 missing
a128numeric324 unique values
9 missing
a384numeric525 unique values
1018 missing
a129numeric268 unique values
9 missing
a385numeric536 unique values
1018 missing
a130numeric93 unique values
9 missing
a386numeric232 unique values
715 missing
a131numeric310 unique values
9 missing
a387numeric191 unique values
0 missing
a132numeric68 unique values
9 missing
a388numeric22 unique values
0 missing
a133numeric306 unique values
8 missing
a389numeric1564 unique values
0 missing
a134numeric336 unique values
8 missing
a390numeric92 unique values
0 missing
a135numeric335 unique values
8 missing
a391numeric1458 unique values
0 missing
a136numeric134 unique values
5 missing
a392numeric183 unique values
24 missing
a137numeric1089 unique values
6 missing
a393numeric109 unique values
0 missing
a138numeric1059 unique values
7 missing
a394numeric953 unique values
0 missing
a139numeric348 unique values
14 missing
a395numeric1 unique values
9 missing
a140numeric518 unique values
14 missing
a396numeric1 unique values
9 missing
a141numeric498 unique values
14 missing
a397numeric1 unique values
9 missing
a142numeric1 unique values
14 missing
a398numeric1 unique values
9 missing
a143numeric374 unique values
14 missing
a399numeric1 unique values
9 missing
a144numeric63 unique values
9 missing
a400numeric1 unique values
9 missing
a145numeric961 unique values
2 missing
a401numeric1 unique values
9 missing
a146numeric656 unique values
2 missing
a402numeric1 unique values
9 missing
a147numeric579 unique values
2 missing
a403numeric1 unique values
9 missing
a148numeric294 unique values
2 missing
a404numeric1 unique values
9 missing
a149numeric1551 unique values
2 missing
a405numeric1 unique values
9 missing
a150numeric1 unique values
3 missing
a406numeric228 unique values
8 missing
a151numeric1443 unique values
3 missing
a407numeric335 unique values
8 missing
a152numeric1498 unique values
3 missing
a408numeric331 unique values
8 missing
a153numeric1394 unique values
3 missing
a409numeric593 unique values
5 missing
a154numeric219 unique values
3 missing
a410numeric1548 unique values
6 missing
a155numeric1551 unique values
3 missing
a411numeric1545 unique values
7 missing
a156numeric65 unique values
10 missing
a412numeric509 unique values
14 missing
a157numeric722 unique values
0 missing
a413numeric518 unique values
14 missing
a158numeric128 unique values
1429 missing
a414numeric518 unique values
14 missing
a159numeric138 unique values
1429 missing
a415numeric1 unique values
14 missing
a160numeric954 unique values
2 missing
a416numeric513 unique values
14 missing
a161numeric744 unique values
2 missing
a417numeric510 unique values
9 missing
a162numeric1411 unique values
2 missing
a418numeric1551 unique values
2 missing
a163numeric1325 unique values
2 missing
a419numeric1051 unique values
2 missing
a164numeric260 unique values
2 missing
a420numeric851 unique values
2 missing
a165numeric219 unique values
2 missing
a421numeric1514 unique values
2 missing
a166numeric404 unique values
2 missing
a422numeric1534 unique values
2 missing
a167numeric62 unique values
2 missing
a423numeric1 unique values
3 missing
a168numeric31 unique values
2 missing
a424numeric1563 unique values
3 missing
a169numeric207 unique values
2 missing
a425numeric1529 unique values
3 missing
a170numeric652 unique values
2 missing
a426numeric1540 unique values
3 missing
a171numeric331 unique values
1 missing
a427numeric1481 unique values
3 missing
a172numeric306 unique values
1 missing
a428numeric1538 unique values
3 missing
a173numeric307 unique values
1 missing
a429numeric404 unique values
10 missing
a174numeric319 unique values
1 missing
a430numeric1542 unique values
0 missing
a175numeric308 unique values
1 missing
a431numeric1551 unique values
2 missing
a176numeric327 unique values
1 missing
a432numeric1553 unique values
2 missing
a177numeric319 unique values
1 missing
a433numeric1503 unique values
2 missing
a178numeric250 unique values
1 missing
a434numeric1371 unique values
2 missing
a179numeric1 unique values
24 missing
a435numeric1537 unique values
2 missing
a180numeric1 unique values
1 missing
a436numeric1524 unique values
2 missing
a181numeric890 unique values
1 missing
a437numeric1539 unique values
2 missing
a182numeric687 unique values
1 missing
a438numeric1495 unique values
2 missing
a183numeric905 unique values
1 missing
a439numeric967 unique values
2 missing
a184numeric1508 unique values
1 missing
a440numeric1550 unique values
2 missing
a185numeric1054 unique values
1 missing
a441numeric1557 unique values
2 missing
a186numeric739 unique values
1 missing
a442numeric325 unique values
1 missing
a187numeric1 unique values
1 missing
a443numeric335 unique values
1 missing
a188numeric1015 unique values
1 missing
a444numeric330 unique values
1 missing
a189numeric1550 unique values
1 missing
a445numeric325 unique values
1 missing
a190numeric1 unique values
1 missing
a446numeric329 unique values
1 missing
a191numeric1 unique values
4 missing
a447numeric338 unique values
1 missing
a192numeric1 unique values
4 missing
a448numeric317 unique values
1 missing
a193numeric1 unique values
4 missing
a449numeric326 unique values
1 missing
a194numeric1 unique values
4 missing
a450numeric1 unique values
24 missing
a195numeric1 unique values
4 missing
a451numeric1 unique values
24 missing
a196numeric206 unique values
4 missing
a452numeric1 unique values
1 missing
a197numeric867 unique values
7 missing
a453numeric1518 unique values
1 missing
a198numeric898 unique values
6 missing
a454numeric1550 unique values
1 missing
a199numeric773 unique values
6 missing
a455numeric1555 unique values
1 missing
a200numeric920 unique values
6 missing
a456numeric1527 unique values
1 missing
a201numeric1008 unique values
7 missing
a457numeric1551 unique values
1 missing
a202numeric861 unique values
7 missing
a458numeric1547 unique values
1 missing
a203numeric1470 unique values
7 missing
a459numeric1 unique values
1 missing
a204numeric1501 unique values
6 missing
a460numeric1518 unique values
1 missing
a205numeric1210 unique values
6 missing
a461numeric1564 unique values
1 missing
a206numeric841 unique values
6 missing
a462numeric1 unique values
1 missing
a207numeric2 unique values
6 missing
a463numeric1 unique values
4 missing
a208numeric1046 unique values
6 missing
a464numeric1 unique values
4 missing
a209numeric1549 unique values
6 missing
a465numeric1 unique values
4 missing
a210numeric2 unique values
6 missing
a466numeric1 unique values
4 missing
a211numeric798 unique values
24 missing
a467numeric1 unique values
4 missing
a212numeric653 unique values
24 missing
a468numeric417 unique values
4 missing
a213numeric681 unique values
24 missing
a469numeric1317 unique values
7 missing
a214numeric810 unique values
24 missing
a470numeric1514 unique values
6 missing
a215numeric803 unique values
24 missing
a471numeric1547 unique values
6 missing
a216numeric823 unique values
24 missing
a472numeric1552 unique values
6 missing
a217numeric728 unique values
24 missing
a473numeric1560 unique values
7 missing
a218numeric836 unique values
24 missing
a474numeric1558 unique values
7 missing
a219numeric1539 unique values
1 missing
a475numeric1559 unique values
7 missing
a220numeric64 unique values
12 missing
a476numeric1526 unique values
6 missing
a221numeric69 unique values
1341 missing
a477numeric1559 unique values
6 missing
a222numeric408 unique values
0 missing
a478numeric1537 unique values
6 missing
a223numeric178 unique values
0 missing
a479numeric2 unique values
6 missing
a224numeric973 unique values
0 missing
a480numeric1507 unique values
6 missing
a225numeric720 unique values
51 missing
a481numeric1560 unique values
6 missing
a226numeric1472 unique values
51 missing
a482numeric1 unique values
6 missing
a227numeric1 unique values
6 missing
a483numeric1062 unique values
24 missing
a228numeric329 unique values
2 missing
a484numeric1402 unique values
24 missing
a229numeric292 unique values
2 missing
a485numeric1324 unique values
24 missing
a230numeric1 unique values
6 missing
a486numeric1358 unique values
24 missing
a231numeric1 unique values
6 missing
a487numeric1039 unique values
24 missing
a232numeric1 unique values
6 missing
a488numeric1199 unique values
24 missing
a233numeric1 unique values
6 missing
a489numeric1314 unique values
24 missing
a234numeric1 unique values
6 missing
a490numeric1344 unique values
24 missing
a235numeric1 unique values
6 missing
a491numeric1562 unique values
1 missing
a236numeric1 unique values
6 missing
a492numeric472 unique values
12 missing
a237numeric1 unique values
6 missing
a493numeric226 unique values
1341 missing
a238numeric1 unique values
6 missing
a494numeric572 unique values
0 missing
a239numeric93 unique values
2 missing
a495numeric894 unique values
0 missing
a240numeric80 unique values
2 missing
a496numeric964 unique values
0 missing
a241numeric1 unique values
6 missing
a497numeric1510 unique values
51 missing
a242numeric1 unique values
6 missing
a498numeric1509 unique values
51 missing
a243numeric1 unique values
6 missing
a499numeric1 unique values
6 missing
a244numeric1 unique values
6 missing
a500numeric703 unique values
2 missing
a245numeric66 unique values
1018 missing
a501numeric648 unique values
2 missing
a246numeric539 unique values
1018 missing
a502numeric1 unique values
6 missing
a247numeric547 unique values
1018 missing
a503numeric1 unique values
6 missing
a248numeric490 unique values
715 missing
a504numeric1 unique values
6 missing
a249numeric426 unique values
0 missing
a505numeric1 unique values
6 missing
a250numeric23 unique values
0 missing
a506numeric1 unique values
6 missing
a251numeric1566 unique values
0 missing
a507numeric1 unique values
6 missing
a252numeric143 unique values
0 missing
a508numeric1 unique values
6 missing
a253numeric1533 unique values
0 missing
a509numeric1 unique values
6 missing
a254numeric442 unique values
24 missing
a510numeric1 unique values
6 missing
a255numeric291 unique values
0 missing
a511numeric1498 unique values
2 missing
a256numeric1317 unique values
0 missing
a512numeric586 unique values
2 missing
Show first 100 features

62 properties

NumberOfInstances
1567
Number of instances (rows) of the dataset.
NumberOfFeatures
591
Number of attributes (columns) of the dataset.
NumberOfClasses
0
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
41951
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
1567
Number of instances with at least one value missing.
NumberOfNumericFeatures
591
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
0.38
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
15.66
Second quartile (Median) of kurtosis among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
6.59
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
0.74
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
58.81
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
2.13
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.29
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.18
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
1565.8
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5618.39
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
100
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxMeansOfNumericAtts
8827.54
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
4.53
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
183.44
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
100
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
10.17
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-22.17
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
39.56
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
10.62
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
6553.57
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
1.69
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
6.33
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
173.44
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanMeansOfNumericAtts
87.06
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.34
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.78
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

9 tasks

Clustering on secom
0 runs - estimation_procedure: 50 times Clustering
Clustering on secom
0 runs - estimation_procedure: 50 times Clustering
Clustering on secom
0 runs - estimation_procedure: 50 times Clustering
Clustering on secom
0 runs - estimation_procedure: 50 times Clustering
Clustering on secom
0 runs - estimation_procedure: 50 times Clustering
Clustering on secom
0 runs - estimation_procedure: 50 times Clustering
Clustering on secom
0 runs - estimation_procedure: 50 times Clustering
Clustering on secom
0 runs - estimation_procedure: 50 times Clustering
Clustering on secom
0 runs - estimation_procedure: 50 times Clustering
Define a new task