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classification|Data Science|Predictive Analytics
Deutsch Credit Future Telling: part 2

Deutsch Credit Future Telling: part 2

BlogData VisualizationNLP/Text AnalyticsPredictive Analyticsclassification|Data Science|Predictive Analyticsposted by Gordon Fleetwood August 22, 2016

To continue on this first path, it’s logical to proceed with hyperparameter tuning on the three algorithms previously mentioned in part 1. Here the Random Forest Classifier (R.F.C) pulls ahead with 77% accuracy while the other two are still around 75%. Where there were three on... Read more

Deutsch Credit Future Telling: part 1

BlogNLP/Text AnalyticsPredictive Analyticsclassification|Data Science|Predictive Analyticsposted by Gordon Fleetwood August 17, 2016

Classification tasks in Data Science come frequently, but the hardest are those with unbalanced classes. From biology to finance, the real-life situations are numerous. Before balancing your errors, establishing a baseline with the most frequent occurrence can give you over 90% accuracy right off the bat.... Read more
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