Data
ThermalPowerConsumptionMarsExpress60

ThermalPowerConsumptionMarsExpress60

active ARFF Unknown Visibility: public Uploaded 11-01-2024 by Jan van Rijn
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The collection consists of six data sets containing telemetry data of the Mars Express Spacecraft (MEX), a spacecraft orbiting Mars and operated by the European Space Agency. The data, in terms of context data and thermal power consumption measurements, capture the status of the spacecraft over four Martian years sampled at six different time resolutions ranging from 1 min to 60 min. From a data analysis point-of-view, analysing these data presents great challenges - even for the more sophisticated state-of-the-art artificial intelligence methods. In particular, given the heterogeneity, complexity and magnitude of the data, they can be employed in different scenarios and analysed through the prism of a variety of machine learning tasks, such as multi-target regression, learning from data streams, anomaly detection, clustering etc. While analysing MEX"s telemetry data is critical for aiding very important decisions regarding the spacecraft status, it can be used to extract novel knowledge and monitor the spacecrafts" health, but also to benchmark artificial intelligence methods designed for a variety of tasks.

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ASXX308A [min]@dmopnumeric1 unique values
0 missing
ASXX382C [min]@dmopnumeric47 unique values
0 missing
ASXX382R [min]@dmopnumeric1 unique values
0 missing
ASXX382S [min]@dmopnumeric1 unique values
0 missing
ASXX383C [min]@dmopnumeric1 unique values
0 missing
ASXX383S [min]@dmopnumeric1 unique values
0 missing
ATMB003K [min]@dmopnumeric1 unique values
0 missing
ATMB022K [min]@dmopnumeric1 unique values
0 missing
ATMB045K [min]@dmopnumeric1 unique values
0 missing
ATMB057K [min]@dmopnumeric1 unique values
0 missing
ATMB076K [min]@dmopnumeric1 unique values
0 missing
ATMB091K [min]@dmopnumeric1 unique values
0 missing
ATMB114K [min]@dmopnumeric1 unique values
0 missing
ATMB152K [min]@dmopnumeric1 unique values
0 missing
ATMB182K [min]@dmopnumeric1 unique values
0 missing
ATMB228K [min]@dmopnumeric1 unique values
0 missing
ATTT260A [min]@dmopnumeric1 unique values
0 missing
ATTT305C [min]@dmopnumeric1 unique values
0 missing
ATTT305O [min]@dmopnumeric1 unique values
0 missing
ATTT305P [min]@dmopnumeric1 unique values
0 missing
ATTT306C [min]@dmopnumeric1 unique values
0 missing
ATTT306P [min]@dmopnumeric1 unique values
0 missing
ATTT309A [min]@dmopnumeric1 unique values
0 missing
ATTT309B [min]@dmopnumeric1 unique values
0 missing
ATTT309P [min]@dmopnumeric1 unique values
0 missing
ATTT309Q [min]@dmopnumeric1 unique values
0 missing
ATTTF030A [min]@dmopnumeric1 unique values
0 missing
ATTTF030B [min]@dmopnumeric1 unique values
0 missing
ATTTF301A [min]@dmopnumeric53 unique values
0 missing
ATTTF301B [min]@dmopnumeric52 unique values
0 missing
ATTTF301E [min]@dmopnumeric77 unique values
0 missing
ATTTF301F [min]@dmopnumeric87 unique values
0 missing
ATTTF301I [min]@dmopnumeric53 unique values
0 missing
ATTTF301J [min]@dmopnumeric52 unique values
0 missing
ATTTF310A [min]@dmopnumeric97 unique values
0 missing
ATTTF310B [min]@dmopnumeric93 unique values
0 missing
ATTTF321A [min]@dmopnumeric49 unique values
0 missing
ATTTF321D [min]@dmopnumeric49 unique values
0 missing
ATTTF321P [min]@dmopnumeric1 unique values
0 missing
ATTTF321R [min]@dmopnumeric1 unique values
0 missing
ATTTF410B [min]@dmopnumeric1 unique values
0 missing
ATTTF420B [min]@dmopnumeric1 unique values
0 missing
AVVV01A0 [min]@dmopnumeric25 unique values
0 missing
AVVV02A0 [min]@dmopnumeric25 unique values
0 missing
AVVV03A0 [min]@dmopnumeric25 unique values
0 missing
AVVV03B0 [min]@dmopnumeric1 unique values
0 missing
AVVV05A0 [min]@dmopnumeric25 unique values
0 missing
AVVV06A0 [min]@dmopnumeric25 unique values
0 missing
AVVV07A0 [min]@dmopnumeric25 unique values
0 missing
AVVV10A0 [min]@dmopnumeric1 unique values
0 missing
AVVV10B0 [min]@dmopnumeric1 unique values
0 missing
AXXX301A [min]@dmopnumeric100 unique values
0 missing
AXXX301B [min]@dmopnumeric14 unique values
0 missing
AXXX301C [min]@dmopnumeric1 unique values
0 missing
AXXX301E [min]@dmopnumeric1 unique values
0 missing
AXXX302E [min]@dmopnumeric1 unique values
0 missing
AXXX305A [min]@dmopnumeric96 unique values
0 missing
AXXX305B [min]@dmopnumeric5 unique values
0 missing
AXXX380A [min]@dmopnumeric96 unique values
0 missing
AXXX380B [min]@dmopnumeric1 unique values
0 missing
AXXX380C [min]@dmopnumeric1 unique values
0 missing
AXXX380R [min]@dmopnumeric1 unique values
0 missing
AXXX381A [min]@dmopnumeric1 unique values
0 missing
AXXX381B [min]@dmopnumeric1 unique values
0 missing
AXXX381C [min]@dmopnumeric1 unique values
0 missing
DISABTT_TRIGGERS [min]@dmopnumeric1 unique values
0 missing
MAPO [min]@dmopnumeric96 unique values
0 missing
MOCE [min]@dmopnumeric99 unique values
0 missing
MOCS [min]@dmopnumeric100 unique values
0 missing
MPER [min]@dmopnumeric97 unique values
0 missing
OBCPLCLHR [min]@dmopnumeric1 unique values
0 missing
OBCPLCLMI [min]@dmopnumeric1 unique values
0 missing
OBCPLCLOM [min]@dmopnumeric1 unique values
0 missing
OBCPLCLPS [min]@dmopnumeric1 unique values
0 missing
OBCPLCLSI [min]@dmopnumeric1 unique values
0 missing
PDNE [min]@dmopnumeric1 unique values
0 missing
PDNS [min]@dmopnumeric1 unique values
0 missing
PENE [min]@dmopnumeric59 unique values
0 missing
PENS [min]@dmopnumeric59 unique values
0 missing
PPNE [min]@dmopnumeric1 unique values
0 missing
PPNS [min]@dmopnumeric1 unique values
0 missing
SCMN [min]@dmopnumeric82 unique values
0 missing
Trigger [min]@dmopnumeric1 unique values
0 missing
UDBE [min]@dmopnumeric1 unique values
0 missing
UDBS [min]@dmopnumeric1 unique values
0 missing
UPBE [min]@dmopnumeric1 unique values
0 missing
UPBS [min]@dmopnumeric1 unique values
0 missing
gAAAA [min]@dmop_binary_groupednumeric91 unique values
0 missing
gAACF [min]@dmop_binary_groupednumeric1 unique values
0 missing
gADMF [min]@dmop_binary_groupednumeric1 unique values
0 missing
gAHHH [min]@dmop_binary_groupednumeric53 unique values
0 missing
gAMMM [min]@dmop_binary_groupednumeric85 unique values
0 missing
gAOOO [min]@dmop_binary_groupednumeric56 unique values
0 missing
gAPSF [min]@dmop_binary_groupednumeric86 unique values
0 missing
gAPWF [min]@dmop_binary_groupednumeric1 unique values
0 missing
gASSS [min]@dmop_binary_groupednumeric81 unique values
0 missing
gASXX [min]@dmop_binary_groupednumeric49 unique values
0 missing
gATMB [min]@dmop_binary_groupednumeric1 unique values
0 missing
gATTT [min]@dmop_binary_groupednumeric77 unique values
0 missing
gAVVV [min]@dmop_binary_groupednumeric25 unique values
0 missing
gAXXX [min]@dmop_binary_groupednumeric92 unique values
0 missing
gOBCP [min]@dmop_binary_groupednumeric1 unique values
0 missing
bAAAA [min]@dmop_binary_groupednumeric2 unique values
0 missing
bAACF [min]@dmop_binary_groupednumeric1 unique values
0 missing
bADMC [min]@dmop_binary_groupednumeric1 unique values
0 missing
bADMF [min]@dmop_binary_groupednumeric1 unique values
0 missing
bAHHH [min]@dmop_binary_groupednumeric2 unique values
0 missing
bAMMM [min]@dmop_binary_groupednumeric2 unique values
0 missing
bAOOO [min]@dmop_binary_groupednumeric2 unique values
0 missing
bAPSF [min]@dmop_binary_groupednumeric2 unique values
0 missing
bAPWF [min]@dmop_binary_groupednumeric1 unique values
0 missing
bASEQ [min]@dmop_binary_groupednumeric2 unique values
0 missing
bASSS [min]@dmop_binary_groupednumeric2 unique values
0 missing
bASXX [min]@dmop_binary_groupednumeric2 unique values
0 missing
bATMB [min]@dmop_binary_groupednumeric1 unique values
0 missing
bATTT [min]@dmop_binary_groupednumeric2 unique values
0 missing
bAVVV [min]@dmop_binary_groupednumeric2 unique values
0 missing
bAXXX [min]@dmop_binary_groupednumeric2 unique values
0 missing
bDISA [min]@dmop_binary_groupednumeric1 unique values
0 missing
bMAPO [min]@dmop_binary_groupednumeric2 unique values
0 missing
bMOCE [min]@dmop_binary_groupednumeric2 unique values
0 missing
bMOCS [min]@dmop_binary_groupednumeric2 unique values
0 missing
bMPER [min]@dmop_binary_groupednumeric2 unique values
0 missing
bOBCP [min]@dmop_binary_groupednumeric1 unique values
0 missing
bPDNE [min]@dmop_binary_groupednumeric1 unique values
0 missing
bPDNS [min]@dmop_binary_groupednumeric1 unique values
0 missing
bPENE [min]@dmop_binary_groupednumeric2 unique values
0 missing
bPENS [min]@dmop_binary_groupednumeric2 unique values
0 missing
bPPNE [min]@dmop_binary_groupednumeric1 unique values
0 missing
bPPNS [min]@dmop_binary_groupednumeric1 unique values
0 missing
bSCMN [min]@dmop_binary_groupednumeric2 unique values
0 missing
bTrig [min]@dmop_binary_groupednumeric1 unique values
0 missing
bUDBE [min]@dmop_binary_groupednumeric1 unique values
0 missing
bUDBS [min]@dmop_binary_groupednumeric1 unique values
0 missing
bUPBE [min]@dmop_binary_groupednumeric1 unique values
0 missing
bUPBS [min]@dmop_binary_groupednumeric1 unique values
0 missing
apocentre_distance []@evtnumeric97 unique values
3 missing
pericentre_distance []@evtnumeric97 unique values
3 missing
distance_sun_mars [au]@ltnumeric77 unique values
0 missing
solar_constant [W/m2]@ltnumeric100 unique values
0 missing
NPWD2372numeric100 unique values
0 missing
NPWD2401numeric99 unique values
0 missing
NPWD2402numeric100 unique values
0 missing
NPWD2451numeric100 unique values
0 missing
NPWD2471numeric99 unique values
0 missing
NPWD2472numeric98 unique values
0 missing
NPWD2481numeric97 unique values
0 missing
NPWD2482numeric99 unique values
0 missing
NPWD2491numeric100 unique values
0 missing
NPWD2501numeric98 unique values
0 missing
NPWD2531numeric100 unique values
0 missing
NPWD2532numeric100 unique values
0 missing
NPWD2551numeric100 unique values
0 missing
NPWD2552numeric99 unique values
0 missing
NPWD2561numeric100 unique values
0 missing
NPWD2562numeric100 unique values
0 missing
NPWD2691numeric98 unique values
0 missing
NPWD2692numeric98 unique values
0 missing
NPWD2721numeric100 unique values
0 missing
NPWD2722numeric96 unique values
0 missing
NPWD2742numeric100 unique values
0 missing
NPWD2771numeric100 unique values
0 missing
NPWD2791numeric97 unique values
0 missing
NPWD2792numeric100 unique values
0 missing
NPWD2801numeric97 unique values
0 missing
NPWD2802numeric100 unique values
0 missing
NPWD2821numeric98 unique values
0 missing
NPWD2851numeric98 unique values
0 missing
NPWD2852numeric98 unique values
0 missing
NPWD2871numeric97 unique values
0 missing
NPWD2872numeric99 unique values
0 missing
NPWD2881numeric98 unique values
0 missing
NPWD2882numeric98 unique values
0 missing

107 properties

100
Number of instances (rows) of the dataset.
518
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
111
Number of missing values in the dataset.
3
Number of instances with at least one value missing.
518
Number of numeric attributes.
0
Number of nominal attributes.
Average class difference between consecutive instances.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Entropy of the target attribute values.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
5.18
Number of attributes divided by the number of instances.
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
Percentage of instances belonging to the most frequent class.
Number of instances belonging to the most frequent class.
Maximum entropy among attributes.
100
Maximum kurtosis among attributes of the numeric type.
1219541460000
Maximum of means among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
The maximum number of distinct values among attributes of the nominal type.
10
Maximum skewness among attributes of the numeric type.
539066256.95
Maximum standard deviation of attributes of the numeric type.
Average entropy of the attributes.
6.4
Mean kurtosis among attributes of the numeric type.
2440257203.7
Mean of means among attributes of the numeric type.
Average mutual information between the nominal attributes and the target attribute.
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Average number of distinct values among the attributes of the nominal type.
0.87
Mean skewness among attributes of the numeric type.
19817391.96
Mean standard deviation of attributes of the numeric type.
Minimal entropy among attributes.
-2
Minimum kurtosis among attributes of the numeric type.
0
Minimum of means among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
The minimal number of distinct values among attributes of the nominal type.
-6.97
Minimum skewness among attributes of the numeric type.
0
Minimum standard deviation of attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
0
Number of binary attributes.
0
Percentage of binary attributes.
3
Percentage of instances having missing values.
0.21
Percentage of missing values.
100
Percentage of numeric attributes.
0
Percentage of nominal attributes.
First quartile of entropy among attributes.
-1
First quartile of kurtosis among attributes of the numeric type.
259.18
First quartile of means among attributes of the numeric type.
First quartile of mutual information between the nominal attributes and the target attribute.
-0.69
First quartile of skewness among attributes of the numeric type.
0
First quartile of standard deviation of attributes of the numeric type.
Second quartile (Median) of entropy among attributes.
0.06
Second quartile (Median) of kurtosis among attributes of the numeric type.
1440
Second quartile (Median) of means among attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
0.38
Second quartile (Median) of skewness among attributes of the numeric type.
0
Second quartile (Median) of standard deviation of attributes of the numeric type.
Third quartile of entropy among attributes.
3.59
Third quartile of kurtosis among attributes of the numeric type.
1440
Third quartile of means among attributes of the numeric type.
Third quartile of mutual information between the nominal attributes and the target attribute.
1.99
Third quartile of skewness among attributes of the numeric type.
467.74
Third quartile of standard deviation of attributes of the numeric type.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
Standard deviation of the number of distinct values among attributes of the nominal type.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk

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