List of Features for signals read, game, signals generated

[soulsyrup]

Signals Read

• peak_height
• peak_counts
• average peak heights
• average distances
• average prominences
• variance
• std_dev
• RMS
• frequencies
• PSDs
• delta_band_power
• theta_band_power
• alpha_band_power
• beta_band_power
• spectral entropy
• fft_results
• magnitudes
• centroids
• spectral_edge_densities
• positive frequencies
• positive fft results
• cumulative sums
• total powers
• thresholds
• phases for each signals
• pairwise phase locking values
• higuchi_fractal_dimension
• zero_crossing_rate
• IMFS
• signal shapes
• average signal shapes
• warping factors
• evolution_rate
• analytic signals
• envelops
• derivatives

Game Actions (shuffleboard)

• force
• angle

Game Metadata (shuffleboard)(player actions and environment/outcome)

• pushing force
• pushing angle
• puck stopped position x
• puck stopped position y
• puck stopped distance to goal box 3
• puck stopped distance to goal box 2
• puck stopped distance to goal box 1
• puck stopped in box 3/2/1

Signal Generation Features (shuffleboard)(features to signals, analog)

• State
• Variability Factor
• Variance
• Standard Deviation
• RMS Value
• Number of Peaks
• Peak Height
• Fractal Dimension
• Target Rate
• Minimum Frequency
• Maximum Frequency
• Blend Factor
• Global Sync Level
• Pairwise Sync Level
• Sync Factor
• Influence Factor
• Maximum Influence
• Centroid Factor
• Edge Density Factor
• Warping Factor
• Complexity Factor
• Evolution Rate
• Low Frequency
• High Frequency
• Causality Strength
• Number of IMFs
• Metadata to Parameters