KNIME ML

This directory contains 9 workflows.

Amazon Reviews Preprocessing

Pre-processing of Amazon reviews raw data (from Oct 1999 to Oct 2012) from one column with roughly 4.5 million rows, pivoted into 0.57 million rows with 8 […]

Heights with R

Enriching Exploratory Data Analysis (EDA) with Integration with R. To run this workflow, you must: 1. Have R installed on your machine. 2. Install the R […]

Housing

Exploratory Data Analysis (EDA) with the no-coding approach using the Numeric Outliers, Histogram and Scatter Matrix nodes. Perform modeling using the […]

Mushroom

Mushroom Classification (Edible vs Non-edible)

SFO Passenger Volume

Exploratory Data Analysis and Prediction for San Francisco International Airport - International and US Passenger Volume

Soccer Linear

Soccer Players Rating Prediction Using Linear Regression. In this workflow we read records from a SQLite database, and generate a model using Linear […]

Soccer MLP

Soccer Players Rating Prediction Using Neural Networks Multi Layer Perceptron. In this workflow we read records from a SQLite database, and generate a model […]

Spark - Payroll Data

Processing 2.74 Million rows and 18 columns of raw data using the Apache Spark framework.

WBCD

Breast Mass Classification. with Support Vector Machine and k-Nearest Neighbor