Using machine learning with PySpark and MLib for solving a binary classification problem: case of searching for exotic particles

DOI10.1007/978-3-030-53929-0_8OpenAlexW3093108627MaRDI QIDQ2055013

Jamal Zerouaoui, Mohamed Dakkon, Mourad Azhari, Badia Ettaki, Abdallah Abarda

Publication date: 3 December 2021

Full work available at URL: https://doi.org/10.1007/978-3-030-53929-0_8

zbMATH Keywords

AUCaccuracysparkexotic particlesmachine learning (ML)and computation timedecision tree (DT)gradient boosted tree (GBT)logistic regression (LR)PySparkrandom forest (RF)

Mathematics Subject Classification ID

Computer science (68-XX)

Uses Software

• UCI-ml
• Apache Spark
• MLib

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