1.1 KiB
1.1 KiB
Keyboard And Mouse Interactive Dataset
Neural Network
Train
Set training parameters in train.sh
Run sh train.sh to train the model
Test
Run sh test.sh to run test on trained model
Predictions are saved under prediction/task$i$/
Split Prediction
Run sh sampler_user.sh to split prediction to 10% to 90%
Run sh sampler_single_act.sh to split prediction individual action sequences.
Bayesian Inference
Run inference to get results of intention prediction for all users and plot results
cd stan
Rscript strategy_inference_test.R
sh plot_user.sh
Run inference to get results of intention prediction (0% to 100%) for all users and plot results
Rscript strategy_inference_test_full_length.R
sh plot_user_length_10_steps.sh
Run inference to get all action sequences (0% to 100%) of all users for intention prediction
Rscript strategy_inference_test_all_individual_act.R
Plot results of user intention prediction of all action sequences
sh plot_user_all_individual.sh
Plot the user intention prediction results (0% to 100%) of all action sequences
sh plot_user_length_10_steps_all_individual.sh