HASIL
Forward Testing
Pada artikel Part#4 ini, saya tidak akan berikan hasil backtesting, seperti EA pada umumnya. Loh Kenapa ? Karena ML bukanlah EA. Dan ML tidak bisa dilakukan backtesting. Tapi ML bisa menampilkan performance atau kinerja dari hasil Training dan Testing. Jadi ML ini bisa dilakukan ujicoba atau forward testing, baik pada demo account atau real account.
Untuk hasil Forwardtest, dapat dilihat pada website yang menyediakan layanan analisa hasil trading. Silahkan berkunjung ke website berikut:
https://www.forexfactory.com/taxman68
Perlu dicatat, bahwa pada forward testing ini, saya menggunakan ML dan beberapa EA yang saya kembangkan. Tujuannya untuk melihat perilaku dan kinerja dari ML dan EA saya. Sehingga saya bisa fokus untuk memperbaiki algoritma dan performa ML. Bagi saya, Profit atau Loss itu adalah hal biasa dalam dunia trading. Adapun jika mendapat Profit, itu adalah bonus dari effort. Kalau Loss, berarti ada hal yang perlu diperbaiki. Sederhana, khan. Lagi pula, tidak ada ML di dunia ini yg 100% tepat dan benar dalam memprediksi.
FUTURE WORKS
Future works yang bisa dikembangkan dalam projek ini antara lain :
- News Integration. Jadi nanti dalam analisa pengambilan keputusan untuk BUY/SELL, Machine Learning akan membaca News dari Internet dengan menggunakan metode scraping dan NLP.
- Reinforcement Learning. Kita juga bisa menerapkan Reinforcement Learning seperti DQN atau DDQN Agent.
- Membuat Server App (Web-based). Karena saat ini ML hanya dapat diakses melalui localhost, dan LAN. Dibutuhkan langkah lebih lanjut agar bisa diakses via Internet. Tentunya Security menjadi salah satu aspek penting pada point ini.
- Membuat aplikasi mobile (client). Dengan app mobile, diharapkan setiap orang yang menggunakan app ini bisa melakukan prediksi anytime, anywhere. *Asal punya Smartphone (HP) & Internet 😀 😀
Nah…silahkan bagi teman-teman yang mau [belajar] mengembangkan projek Machine Learning ini, dengan senang hati saya terbuka untuk berkolaborasi menuju kesuksesan bersama. Atau jika ada yang mau berinvestasi pada projek ini, saya open untuk semua proposal. Rendez-vous with Success !
Udah…gitu aja…. 😀 😀 😀
Terima kasih sudah membaca artikel ini sampai selesai. Selamat, Anda sudah memulai sebuah kebiasaan baik, yaitu ‘membaca”. 😀 😀 . Kalau kurang mengerti, coba bacanya pelan-pelan sambil diresapi dan dihayati….. :D. Tapi kalau masih belum mengerti juga, berarti saya perlu memperbaiki artikel dan bahasanya. Besok-besok saya tulis artikel dalam bahasa Perancis atau Inggris aja lah…. 😀
Semoga artikel ini bermanfaat dan menambah wawasan.
Salam Bahagia Lahir & Bathin 🙂
Colmar, 13/05/2023, Springtime
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