This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
/* | |
Problem Description: | |
Time series forecast for a single securities minor reversal points. | |
A "minor reversal point" is defined as either a period (day) with a high price greater than both the previous and next high prices, or a period with a low value lower than both the previous and next low prices. | |
This is a time series regression problem with 8 input features and 2 regression output dimensions | |
Input Features: | |
- period return r = (p2 - p1) / p1, descr: a linear return value, typically [-0.05,0.05] | |
- period volume, descr: standardized, z = (x - Mean) / SD | |
- High-Low spread, descr: standardized, z = (x - Mean) / SD |