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Cluster

QuantConnect.Optimizer.Cluster

Bases: Object

One k-means cluster of backtests in standardized parameter space.

centroid

centroid: Dict[str, float]

Cluster centroid in original parameter units.

member_count

member_count: int

Number of backtests assigned to this cluster.

sharpe_mean

sharpe_mean: float

Mean Sharpe ratio across the cluster's members.

sharpe_std_dev

sharpe_std_dev: float

Sample standard deviation of Sharpe ratios within this cluster.

sharpe_min

sharpe_min: float

Minimum Sharpe ratio within this cluster.

sharpe_max

sharpe_max: float

Maximum Sharpe ratio within this cluster.