Tagged: SVM

SRUN Command Parameters SLURM Job Scheduler Big Data Tips Machine Learning Mining Tools Analysis Analytics Algorithms Clustering Regression Tool

SRUN Command Parameters SLURM

The SRUN command in SLURM enables the submission of a parallel high performance computing (HPC) job in a batch job script in order to analyze big data. It is usually often in job scripts...

SVM Support Vector Machine Machines Big Data Tips Machine Learning Mining Tools Analysis Analytics Algorithms Clustering Regression Tool

SVM – Support Vector Machine

A Support Vector Machine known as SVM is a classification technique developed around 1990 for data analysis. They perform very well in many settings and are considered as one of the best ‘out-of-the-box classifiers’....

Text Classification String Kernel Analysis Big Data Tips Machine Learning Mining Tools Analysis Analytics Algorithms Clustering Regression Tool

Text Classification

Text classification is a machine learning technique that categorizes any form of text data. It is used to organize text data better by automating the process of analyzing line by line while categorizing the...

Sequential Minimal Optimization Big Data Tips Machine Learning Mining Tools Analysis Analytics Algorithms Classification Clustering Regression Tool

Sequential Minimal Optimization

The iterative algorithm Sequential Minimal Optimization (SMO) is used for solving quadratic programming (QP) problems. One example where QP problems are relevant is during the training process of support vector machines (SVM). The SMO...