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Trade Outcome Distribution

Distribution of trade outcomes by cluster (-1: loss, 0: break-even, 1: profit)

Outcome Distribution (Bar Chart)

Count of each outcome by cluster

Outcome Distribution (Box Plot)

Statistical summary (limited usefulness for discrete data)

Detailed Statistics

Cluster Count Mean Median Std Dev Q1 Q3 IQR Min Max

Data Interpretation

This data represents discrete trade outcomes where each trade is classified as:

  • -1: Loss (prediction incorrect)
  • 0: Break-even or no position
  • 1: Profit (prediction correct)

Note: This data is highly discrete (mostly -1, 0, or 1 values). Box plots have limited usefulness here - the bar chart above shows the distribution more clearly.

Cluster 0: 201 losses, 0 break-evens, 302 profits (60% win rate)
Cluster 1: Mixed distribution with continuous values
Cluster 2: 3 losses, 142 break-evens, 2 profits (mostly inactive)