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The RootCauses table contains for each process anomaly the probabilities of each different  attribute to have caused the anomaly or vice versa the probability of an attribute to have occurred when an anomaly has been detected.

 

Field Name

Explanation

%CaseInformation_RootCause_KEY

The key to the case information table consisting of the anomaly value and the dimension value.

RCA_Dimension

The dimensions (fields) that are considered in the root cause analysis

RCA_DimensionValue

The values of the dimension-fields concatenated like this: "dimension-type: value"

RCA_Attribute

The values of the dimension

Anomaly

The anomalous cases behaviour

Probability(Dimension|Anomaly)

The probability of the dimension value given the anomaly

NoOf_Anomaly

Frequency of occurrence of the anomaly

NoOf_Cases

Overall number of cases

NoOf_NoAnomaly

Frequency of occurrence of no anomaly

NoOf_Dimension

Frequency of occurrence of the dimension value

NoOf_Dimension_and_Anomaly

Frequency of concurrent occurrence of the dimension value and the anomaly

Probability(Anomaly)

The probability of the anomaly

Probability(NoAnomaly)

The probability of no anomaly given

Probability(Dimension)

The probability of the dimension

Probability(Anomaly|Dimension)

The probability of the anomaly given the dimension value

Probability(Dimension|NoAnomaly)

The probability of the dimension value given no anomaly

Probability(NoAnomaly|Dimension)

The probability of no anomaly given the dimension value

Class_Probability(Anomaly|Dimension)

The class of the probability of the anomaly given the dimension value

Class_Probability(Dimension|Anomaly)

The class of the probability of the dimension value given the anomaly

Class_Probability(NoAnomaly|Dimension)

The class of the probability of no anomaly given the dimension value

Class_Probability(Dimension|NoAnomaly)

The class of the probability of the dimension value given no anomaly

Rankfield_Class_NoAnomaly

The ranking of the attribute to cause an anomaly

Rankfield_Class_Anomaly

The ranking of the attribute to not cause an anomaly

ContributionType

The contribution type of the attribute (increasing or decreasing)

ContributionSign

The contribution sign ranging from +++, ++, + (increasing anomaly) to , -, --, --- (decreasing anomaly)

 

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