Random Forest Based Bus Operation States Classification Using Vehicle Sensor Data.
Takuya YonezawaIsmail AraiToyokazu AkiyamaKazutoshi FujikawaPublished in: PerCom Workshops (2018)
Keyphrases
- sensor data
- random forest
- decision trees
- feature set
- fold cross validation
- random forests
- sensor networks
- cancer classification
- data streams
- classification accuracy
- sensor measurements
- decision tree learning algorithms
- ensemble classifier
- machine learning
- human activities
- ensemble methods
- feature vectors
- low cost sensors
- feature extraction
- support vector
- support vector machine
- health monitoring
- classification models
- text classification
- machine learning methods
- physical objects
- multiple sensors
- class labels
- machine learning algorithms
- supervised learning
- ensemble learning
- wireless sensor networks
- sensor readings
- low cost
- raw sensor data
- benchmark datasets