mihirneal's picture
Basic baseline models with scikit-learn LinearRegression or RidgeCV (#3)
e279024 verified
{\rtf1\ansi\ansicpg1252\cocoartf2638
\cocoatextscaling0\cocoaplatform0{\fonttbl\f0\fswiss\fcharset0 Helvetica;}
{\colortbl;\red255\green255\blue255;}
{\*\expandedcolortbl;;}
\paperw11900\paperh16840\margl1440\margr1440\vieww14820\viewh8400\viewkind0
\pard\tx720\tx1440\tx2160\tx2880\tx3600\tx4320\tx5040\tx5760\tx6480\tx7200\tx7920\tx8640\pardirnatural\partightenfactor0
\f0\fs24 \cf0 Models trained with default parameters and features from the tutorial:\
Trained around Jan 26, 2025.\
\
modality = "all" #@param ["visual", "audio", "language", "all"]\
\
excluded_samples_start = 5 #@param \{type:"slider", min:0, max:20, step:1\}\
\
excluded_samples_end = 5 #@param \{type:"slider", min:0, max:20, step:1\}\
\
hrf_delay = 3 #@param \{type:"slider", min:0, max:10, step:1\}\
\
stimulus_window = 5 #@param \{type:"slider", min:1, max:20, step:1\} # how much history to use\
\
movies_train = ["friends-s01", "friends-s02", "friends-s03", "friends-s04", "friends-s05", "movie10-bourne", "movie10-figures", "movie10-life", "movie10-wolf"] # @param \{allow-input: true\}\
\
movies_val = ["friends-s06"] # @param \{allow-input: true\}\
\
One}