Evaluation and Performance Analysis of Machine Learning Algorithms
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 3, Issue 5
Abstract
Prediction is widely researched area in data mining domain due to its applications. There are many traditional quantitative forecasting techniques, such as ARIMA, exponential smoothing, etc. which achieved higher success rate in the forecasting but it would be useful to study the performance of alternative models such as machine learning methods. This paper gives performance measures of various machine learning algorithms used for prediction. The goal is to find how different machine learning algorithms gives performance when applied to different types of datasets.
Authors and Affiliations
Mr. Shridhar Kamble
Keywords
Related Articles
- EP ID EP95384
- DOI -
- Views 83
- Downloads 0
GREWIA TILIAEFOLIA BARK EXTRACT AS GREEN INHIBITOR OF MILD STEEL C ORROSION IN SULPHURIC ACID MEDIUM
This paper presents the inhibitory properties of Grewia tiliaefolia bark extract on the corrosion of mild steel in sulphuric acid medium. The corrosion rates and inhibition efficiencies were evaluated by weight lo...
EXTRACTION OF STANDING HUMAN BODIES FROM IMAGES WITH MULTILEVEL SEGMENTATION AND SPLINE REGRESSION
The ability to extract and detection of human activities by computer vision is very important with many potentialapplications. Extraction of human bodies from images from respective digital image has accomplishedco...
PRETEND DESIGN OF A 9-LEVEL & 27-LEVEL MLI-DSTATCOM FOR REACTIVE POWER COMPENSATION IN PS
This article deals with the look and implementation of a construction voltage supply convertor (VSC) primarily based Distribution static synchronous compensator (DSTATCOM) and using an efficient modulation man...
Wireless Sensor Networks with Minimum Utilization and Maximum Life Time under Joint Routing
The design of applications and protocols for sensor networks has the issues of minimizing energy utilization and maximizing network lifetime. Energy-efficient sensor state planning consists in finding an optimal...
Wavelength Division Multiplexing
In Wavelength Division Multiplexing so each light path can carry a huge amount of traffic and if end-user applications. Hence fault-tolerance path which carries traffic during normal operation is called as primary pat...