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Published August 15, 2024 | Version v4
Dataset Open

Trained Random Forest Model and Scaler Parameters for (Phy+Man), 15 August, 2024

Authors/Creators

Description

This repository contains the trained models and scaler parameters. There are two trained random forest models. These models were trained on 5000 traces/class, The traces were of 40s (P-10, P+30), 110s (P-10, P+100) and 150s (P-50, P+100) bandpass filtered between 0.5-15 Hz, and resampled to 50 Hz. 
One of the  models were trained on (Physical+Manual) features while other was trained on top 20 most important physical+manual features. 

Files

scaler_params_phy_man_P_10_100_F_05_15_50.csv

Files (826.2 MB)