Induction Engine Demo: Analysis Conclusion


Summary

The most accurate algorithm Decision Tree model (c4.5)
net benefit (cost) per event 1.61236
Train time 326 seconds
Test time 1 seconds
Train file name OfferRedemption3_train.csv
Test file name OfferRedemption3_test.csv
Number of rows 8000
Number of columns 14


 

Predictions
Our predictions for the unknowns in your test file.
Train File Report
A detailed account of the algorithm tests we performed on your train file.
Timing Log
The time PredictionWorks needed to analyze your data and generate its reports and visuals.
 

Accuracies Graph
A graphical summary of the train file report. Provides a quick glance at the strengths and weaknesses of each algorithm.
Gain Chart
A comparison between the 'perfect prediction' and the most successful model discovered by PredictionWorks.
Confusion Matrix
Describes how our predicted values relate to the actual values -in the data set's own terms.
 

Download the meta file for this session.
(not available in demo)

Download the analysis file for this session.
(not available in demo)


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