Search Results for author: Kumarjit Pathak

Found 7 papers, 0 papers with code

Unique Metric for Health Analysis with Optimization of Clustering Activity and Cross Comparison of Results from Different Approach

no code implementations8 Oct 2018 Kumarjit Pathak, Jitin Kapila

Philosophy of this algorithm is to find similar data items and group them together based on any distance function in multidimensional space.

Clustering Descriptive +1

Reinforcement Evolutionary Learning Method for self-learning

no code implementations7 Oct 2018 Kumarjit Pathak, Jitin Kapila

There are state of the art methodologies to detect the impact of concept drift, however general strategy considered to overcome the issue in performance is to rebuild or re-calibrate the model periodically as the variable patterns for the model changes significantly due to market change or consumer behavior change etc.

Incremental Learning Marketing +4

Futuristic Classification with Dynamic Reference Frame Strategy

no code implementations25 May 2018 Kumarjit Pathak, Jitin Kapila, Aasheesh Barvey

Classification is one of the widely used analytical techniques in data science domain across different business to associate a pattern which contribute to the occurrence of certain event which is predicted with some likelihood.

Classification General Classification

Personalized Influence Estimation Technique

no code implementations25 May 2018 Kumarjit Pathak, Jitin Kapila, Aasheesh Barvey

Personalized Influence Estimation is a technique introduced in this paper, which can estimate key factor influence for individual observations, which contribute most for each observations behavior pattern based on the dependent class or estimate.

Fault Detection Fraud Detection

Distribution Assertive Regression

no code implementations4 May 2018 Kumarjit Pathak, Jitin Kapila, Aasheesh Barvey, Nikit Gawande

In regression modelling approach, the main step is to fit the regression line as close as possible to the target variable.

regression

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