<commit_before>/** @example user_touche.cpp
 Touche example.
 */

#include <ESP.h>

BinaryIntArraySerialStream stream(0, 115200, 160);
GestureRecognitionPipeline pipeline;

void setup()
{
    useInputStream(stream);
    
    pipeline.addFeatureExtractionModule(TimeseriesBuffer(1, 160));
    pipeline.setClassifier(SVM(SVM::POLY_KERNEL, SVM::C_SVC, false, true, true, 0.1, 1.0, 0, 0.5, 2));
    usePipeline(pipeline);
}<commit_msg>Remove Touche feature extraction module.<commit_after>/** @example user_touche.cpp
 Touche example.
 */

#include <ESP.h>

BinaryIntArraySerialStream stream(0, 115200, 160);
GestureRecognitionPipeline pipeline;

void setup()
{
    useInputStream(stream);
    
    pipeline.setClassifier(SVM(SVM::POLY_KERNEL, SVM::C_SVC, false, true, true, 0.1, 1.0, 0, 0.5, 2));
    usePipeline(pipeline);
}
{'fraction_non_alphanumeric': 0.1386861313868613, 'fraction_numerical': 0.04866180048661801, 'mean_word_length': 5.18796992481203, 'pattern_counts': {'":': 0, '<': 5, '<?xml version=': 0, '>': 5, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '4923437', 'n_tokens_mistral': 328, 'n_tokens_neox': 289, 'n_words': 60}