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Fig 1.

Tree augmented Naive Bayes structure.

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Fig 2.

Research framework.

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Table 1.

Descriptive analysis of data.

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Table 2.

Intercorrelation using spearman’s coefficient.

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Table 3.

The silhouette analysis results with optimum K value.

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Table 4.

Prediction accuracy of models with different discretization schemes.

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Table 5.

Confusion matrix with two-state discretization scheme.

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Table 5 Expand

Fig 3.

Network structure developed using TAN algorithm.

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Fig 4.

Probability distribution of factors associated with incident management.

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Fig 5.

Effect on variable once the high state incident management is established.

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Fig 6.

Back propagation impact assessment given the incident management in the high state.

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Fig 7.

Diagnostic values of the organizational factors.

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