Cyber security

Use The Model To Predict – A Comprehensive Guide To Predictive Modeling And Retraining Ith Python

In the realm of data science and machine learning, ‘Use the Model to Predict’ is not just a phrase, but a powerful concept that can unlock valuable insights.

In this article, we will explore the intricacies of predictive modeling and retraining using Python.

Whether you want to apply an existing model for predictions or delve into retraining with fresh data, this guide will provide you with essential insights and practical steps to ensure success in your data-driven endeavors.

python predicat_apk.py <apkPath>

Use The Model To Retrain

python lstm.py

It will read data from the new_train.csv.

About the model and training process you can reference.

If you want to retrain with your own data, pay attention to the training set you use. As the doc above showing, choosing a training set can be tricky and can affect accuracy.

The training set in the doc above was randomly selected from our sample, and the accuracy was quite surprising to us.I hope it was helpful

Varshini

Tamil has a great interest in the fields of Cyber Security, OSINT, and CTF projects. Currently, he is deeply involved in researching and publishing various security tools with Kali Linux Tutorials, which is quite fascinating.

Recent Posts

Kali Linux 2024.4 Released, What’s New?

Kali Linux 2024.4, the final release of 2024, brings a wide range of updates and…

2 days ago

Lifetime-Amsi-EtwPatch : Disabling PowerShell’s AMSI And ETW Protections

This Go program applies a lifetime patch to PowerShell to disable ETW (Event Tracing for…

2 days ago

GPOHunter – Active Directory Group Policy Security Analyzer

GPOHunter is a comprehensive tool designed to analyze and identify security misconfigurations in Active Directory…

4 days ago

2024 MITRE ATT&CK Evaluation Results – Cynet Became a Leader With 100% Detection & Protection

Across small-to-medium enterprises (SMEs) and managed service providers (MSPs), the top priority for cybersecurity leaders…

7 days ago

SecHub : Streamlining Security Across Software Development Lifecycles

The free and open-source security platform SecHub, provides a central API to test software with…

1 week ago

Hawker : The Comprehensive OSINT Toolkit For Cybersecurity Professionals

Don't worry if there are any bugs in the tool, we will try to fix…

1 week ago