Love Marriage Prediction

Astrology holds the keys to understanding your heart’s desires, and with AstroNidan’s Love Marriage Prediction, you can gain clarity on the possibilities of finding love and tying the knot with your chosen partner. This innovative product analyzes your birth chart to identify planetary influences favoring love marriages and the timing of your romantic journey. Whether curious about your prospects or seeking guidance, AstroNidan delivers accurate, personalized predictions for a joyful union.

Why should you buy this product?

You will get answers to the following - 

1. Will my current long relationship lead to marriage?
2. Will I have a love marriage or an arranged marriage?
3. Can I find a marriage partner without the help of relative or parents?
4. What are the reasons for unsuccessful marriage proposals from parents/relatives?
5. Why am I unable to turn any relationships into marriages?
6. Why my son or daugther is rejecting every marriage proposal ?

Problem Background

It can be quite a challenge to predict if your marriage will be based on love. The dynamics of romantic relationships and marriages are influenced by various unpredictable factors. We often invest significant time in a relationship, but sometimes, despite our efforts, it never materializes into marriage. Other times, we may reject a marriage proposal from our parents due to trivial reasons and end up marrying someone who is not a perfect life partner. The Love Marriage Prediction service aims to solve this problem using Vedic Astrology and AI/ML capability that the AstroNidan team has developed in the last 4-5 years.

Classical astrology books such as Brihat Parashara Hora Shastra, Uttara Kaalamrit, Bhavarth Ratnakar, Sarvarth Chintamani, Laghu Parashari, and Madhya Parashari provide various principles for predicting your marriage type. However, using the human mind to apply these principles can lead to many errors. This is because thousands of hypotheses and conditions are now mentioned in those books, which are sometimes very complex, tricky & error prone.

In AstroNidan, we have programmed thousands of logical statements in Python language and trained and validated them through multiple AI/ML models over 100,000 Kundalis for best profession prediction.

Salient Featurers

Some of the salient features are - 

1. Greater than 90%+ accuracy
2. Validated over 100,000 Kundali
3. Prediction of love marriage using all combainations, aspects & transits
4. Visual representation of your persoanlity and relationship fulfillment
1. Planetary combinations indicating your love marriage
2. Detailed analsysi and findings from Rashi & Navamsha chart.
5. Report unique to your Kundali details
6. High level of specificity and sensitivity 
7. Does not suffer the problem of repeatability and reproducibility like a human astrologer

Approach/Methodology

We have a team of Data Scientists, ML Scientists, Data Engineers, Sanskrit Scholars, Astrology Researchers, and Python Programmers engaged from top universities (IIT, IIM, JNU & BHU), who have worked tirelessly to build this product.

We have prepared this report after factoring in - 

1. All permutations and combinations of Planet, Rashis & Nakshatras 
2. Birth charts - Rashi (D1), Navamsha (D9), Dashamansha (D7) and Moon charts
3. Evaluation of House-1, House-5, House-9, and House-7's house lords, their dignity, placement and residing planets
4. Evaluation of Navamsha lords of House-7 and House-5 lords
5. Shadbala & Bhavabala report derived from astrology study and compared with similar Kundalis.

Application of AI-ML Technology

We have used semi-supervised learning methods to explore hidden patterns & combinations and evaluated numerous ML models such as Neural networks, SVM, Random Forest, and gradient Boosting algorithms. We shortlisted the best-performing ML models and fine-tuned them further through our robust feature selection process.