M. Bandgar, Dr. A . D. More, Dr. Binod Kumar

Journal: International Forum of Researchers Students and Academician

Year: 2013

Abstract:

There are various classes of temperament of the persons. Mizaj is the same as temperament in Unani pathy in Arabic. Here we have collected the data on different attributes various backgrounds and field for both male and female persons from Unani medical College, Pune. We have tried to classify and find the relation between anger and reaction of the person using the different classification models.

We have tried to classify the data using the various model and we found the Naive Bayse (NB) with train set data model showed good classification in four classes with less relative absolute error and compare to J48 model. The from the confusion matrix it is observed that the data has been correctly classified by Naive Bayse model. The percentage classification of the data as 42 %of bilious, 23 % of Phlegmatic, 32 % sanguine and 3 % of Malencholic type. As generally the Malencholic type persons are observed very rarely therefore it show less % of Malencholic type. The NB Tree shows that there is strong relation between the cold reaction and the anger. Depending upon the level of the anger the person gets troubled. Thus based on the anger the temperament is classified into different types.

Keywords:

Data Analysis, Temperaments, Naïve Bayse Model, True Positive, False Positive, Classification, Apriory Algorithm

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