Pausanias Analysis

Maximum Shared Action Patterns with One Neighbor

The largest number of qualifying canonical action categories shared with any single operational neighbour.

Stored model field: max_shared_action_patterns_with_neighbor

How It Is Calculated

Apply the distinct-figure shared-action rule to each local neighbour and keep the largest number of qualifying action categories.

What a higher value means

At least one neighbour has a more similar, but not figure-identical, action repertoire.

Current Model Cohort

These descriptive statistics use the current labelled cohort after aliases have been collapsed to one row per MANTO place.

Examples from the Current Data

Examples are descriptive checks on the calculated feature. Their outcome labels report what Pausanias says; they do not establish that the feature caused survival or abandonment.

Interpretation in the Predictive Model

Its current standardized coefficient is -0.001, pointing toward does not survive. This means that a one-standard-deviation increase changes the fitted log odds in that direction while the other included features are held fixed.

Because the connectedness features are correlated and the model's out-of-fold performance is weak, this is a conditional association—not a standalone ranking, causal effect, or historical explanation.

Related Features

• Shared Action Pattern Count
• Shared Action Neighbor-Pattern Count
• Maximum Action Cosine with a Neighbor

Data Scope

• The feature is calculated from MANTO release 19446255 using evidence dated strictly before Pausanias.
• The current labelled cohort contains 255 distinct MANTO places.
• The prediction target is whether Pausanias reports a place as surviving or not surviving, not its modern archaeological condition.
• Feature values and examples may change when MANTO releases, links, labels, or feature definitions are revised.

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