Scalable Data Mining

ISmartsoft inc

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SLM© (Scalable Learning Machine) is a tutorial software which can be downloaded and used free of charge for educational, research or other non-commercial purposes.  All rights, title, and interest in SLM are owned by iSmartsoft Inc.  Outline Overview of SLM©:

¨ Data input from either a text file or from a database.

¨ Creation of a Basic Element Table

¨ Scalable Exploratory Analysis

¨ Univariate

¨ Correlation

¨ Z, T and F Tests

¨ ANOVA

¨ Tests of Independence

¨ Modeler - Scalable Classification

¨ Bayesian

¨ Linear Discriminant Analysis (LDA)

¨ Linear Support Vector Machines (LSVM)

¨ Modeler - Scalable Regression

¨ Multiple Linear Regression (MLR)

¨ Principal Component Analysis (PCA)

¨ Linear Support Vector Regression (LSVR)

¨ Predictor

¨ Load test data

¨ Select model and Predict

Download Instructions:

1. Download the package

2. Unzip the package and click on setup.exe

3. Follow the instructions.  You might need to restart your computer.

4. Download a sample dataset

5. SLM Online Help