You are hereFinal Submission Countdown

Final Submission Countdown


By admin - Posted on 29 July 2009

Contributed by Lester Mackey

Only sixteen minutes remained in the $1 million Netflix Prize competition when I handed over the final set of predictions to the Ensemble team captain. The members of our newly minted team had been working furiously through the night, hoping to improve upon our previous day’s score of .8554. It was hard to believe that just twenty-four hours ago we had passed the four-team coalition that had occupied the first place spot for the last 29 days. There was little time to celebrate; the previous leaders would not go down without a fight, so we had to be ready with something better. A call had been issued for any remaining valid predictors, anything that could tip the scale in this final day, and our members around the globe had answered the call: nearly 200 new predictor sets, some previously passed over for their poor performance and others newly conceived only moments prior, had flooded in from all corners of the team. It was now up to our blenders to work some last-minute magic.

11:26 AM 

me: gabor -- here's my new best
    i don't know how well it will do
    but it's possible it will give .8553

11:27 AM

Gabor: what does the blender say?

me: 0.855345926622
    so, cutting it close

Our submission window opened just 9 minutes before the contest closed.   Gabor, our captain, had asked me to give him a countdown to our submission time via Google Chat.

11:28 AM

me: 5 minutes

There was nothing left to do but wait.

11:29 AM

me: 4 minutes 
    bpc tied us
    booo

Indeed, the previous leaders had issued their final submission and risen to tie our score.  I decided to check the Ensemble mailing list to gauge our members’ reactions.  Some expressed delight, others, alarm.  David W. repeatedly expressed confusion about why we hadn’t submitted, as only less than 1 minute remained in the contest.  (His clock was 13 minutes fast.) 

11:30 AM

me: 3 minutes

11:31 AM 

me: 2 minutes

11:32 AM

me: wait
    peng says he has .8552
    !!

That’s right: one minute before our scheduled submission time, I spied a post by Peng revealing his latest blending effort.  With an estimated score of 0.85525, it soundly trumped our intended submission. I logged onto the Vandelay Industries server to retrieve the predictions file but didn’t know which of the several hundred files was the right one to download.

11:33 AM 

me: Peng -- what file is it quick!

No response.  Peng, you see, unbeknownst to me or anyone else had lost his internet connection and had texted the first post by Blackberry.

11:34 AM

me: WHAT FILE IS IT???

Jacob: This is the best RMSE we’ve seen so far, right? 
       I vote we swing for the fences and submit this   one!

Gabor: 1 minute and i have to submit!!!!!

11:35 AM

me: WE   DON'[T KNOW WHICH FILE--HURRRRRRRRY

Ces: SHouldn't we submit NOW?

Gabor: Lester!!!!!!!

You can imagine my frustration. 

It was now two minutes after our intended submit time and seven minutes until the contest closed.  I searched frantically through the folder for files with .85525 in the name but couldn’t seem to find any.

11:36 AM 

Gabor: !!!

me: i don;'t   know!!
    i can't find it!

Gabor: ok
       i submit yours

And then, I saw it.

11:37 AM 

me: wait
    i found it
    opera_est_0.855259.txt.gz

11:38 AM

Gabor: i'm uploading

me: ok, awesome

Gabor: i'm afraid it was late

me: uh oh
    it's not 11:42 yet

11:39 AM

Gabor: but uploading is slow

me: 4 minutes to spare
    it registered

Gabor: ok submission successful :)


Yes, submission successul.

me: That's what this team's all about -- living on the edge :)

I am glad to found such useful post. I really increased my knowledge after read your post which will be beneficial for me. kippahs for bat mitzvah

Point previous our scheduled prostration interval, I spied a inform by Peng revealing hellos current blending endeavor.Gold Coast Solar Systems

Thanks for sharing with us about Adam's Review Blog

You’ve got some interesting points in this article. I would have never considered any of these if I didn’t come across this. Thanks!.
scrambler bobby rio ebook reviews

newly conceived only moments prior, had flooded in from all corners of the team. It was now up to our blenders to work some last-minute magic
Sextreffen

Really a great addition. I have read this marvelous post. Thanks for sharing information about it. I really like that. Thanks so lot for your convene.
https://www.rebelmouse.com/hemorrhoidnomore/

This is an inexpensive and effective way to conduct customer satisfaction surveys and other types of market.payday lenders uk

It was hard to believe that just twenty-four hours ago we had passed the four-team coalition that had occupied the first place spot for the last 29 days.
girlsdoporn

Very interesting post! Each point of the details is valid and catches my attraction as very useful insight. Thanks

Amazon.com

That's what this team's all about -- living on the edg. acne-overview.com

thanks for sharing this kind of articles. mechanical buzz

My personal view is that Karen Carpenter should have a monopoly on "Merry Christmas Darling".
In the earlier times it happened that consumer was restricted to music records and cassettes to listen music.
With a focal point around the United States and the United Kingdom, it.

according to my opinion, it should be recorded on cassette tapes to be able to listen to them if needed.
moreover can see. Cong ty thiết kế nội thất biệt thự hang dau tai Ha Noi.

Great post! I am actually getting ready to across this information, is very helpful my friend Also great blog here with all of the valuable information you have Keep up the good work you are doing here http://savingappliance.com/whirpool/repair-service/

The next type of juicer is called a masticating juicer because
it extracts juice using a repetitive pressing movements.

The majority of the vegetable recipes include carrots as one of the staple ingredients.
Most lower- and medium-end juicers on the market use the centrifugal method.

To create a such kind of article is really amazing,I daily read your blogs and give my announcement for that here this article is too great and so entertaining. Agen Ibcbet

I daily read your blogs and give my announcement for that here this article is too great and so entertaining.fotografo de bodas valencia

I think more updates and will be returning. I have filtered for qualified edifying substance of this calibre all through the past various hours. Bandar Bola

Please let me know if you’re looking for a article writer for your site. You have some really great posts and I feel I would be a good asset. If you ever want to take some of the load off, I’d absolutely love to write some material for your blog in exchange for a link back to mine. Please send me an email if interested. Thank you!
http://www.textmate2.org

Positive site, where did u come up with the information on this posting?I have read a few of the articles on your website now, and I really like your style. Thanks a million and please keep up the effective work.
http://www.slideshare.net/textyourexbackforum/

others newly conceived only moments prior, had flooded in from all corners of the team. It was now up to our blenders to work some last-minute magic.https://www.rebelmouse.com/neuropathymiraclereviews

An excellent advantages: To begin with we’ve reached introduce throughout on the planet internet web hosting solutions supplier: Hosting24hour. com could be a top web hosting solutions provider about the globe. Barstools2u. com offers a myriad of very inexpensive excellent Linux. text messages to bring your ex back to you

This is a very good post. Just wonderful. Truly, I am amazed at what informative things you've told us today. Thanks a million for that. http://rajajudionline.com

This is a very good post. Just wonderful. Truly, I am amazed at what informative things you've told us today http://winsbola.com

Thank topic of cutting all. The information is very helpful for me. Thank
Dong Gia - Cong ty thiết kế nội thất biệt thự hang dau Viet Nam.

I really appreciate the kind of topics post here. Thanks for sharing us a great information that is actually helpful. Good day! http://dewavgs.com

The you have is very useful. The sites you have referred was good. Thanks for sharing... http://dewasbo88.com

You should write about the model/version on the blog. You can expose it's perfect. Your blog examination should widen your readership.I am really grateful for your blog post. I find a lot of approaches after visiting your post. Great work..looking for affordable and trusted hosting?come and visit http://bdo168.com

Thank you for another fantastic posting. Where else could anyone get that kind of information in such a perfect way of writing? I have a speech next week, and I was looking for more info ;) http://agenvip.net

Thank topic of cutting all. The information is very helpful for me. Thank
Suamaygiat trung tam bao hanh may giat electrolux tai ha noi chuyen sua may giat electrolux gia re .

This is a nice and informative, containing all information and also has a great impact on the new technology. Thanks for sharing it http://vipbet88.asia

must say that overall I am really impressed with this blog. It is easy to see that you are passionate about your writing. If only I had your writing ability I look forward to more updates and will be returning. http://vipbet88.biz

the most important thing in a game is a struggle
kerajinan tembaga kerajinan kuningan kerajinan tembaga boyolali

awesome blog download here steam cards for free http://freehacksandcodes.com/free-steam-wallet-codes/

One of the healthiest things for anyone can face in life is keeping healthy habits and performing healthy activities in a constant routine.There is so much to learn, and it is hard to know how to get started. The following tips and advice will give you can use when on your fitness journey.

Plant a garden in your home. Many people don't realize that working a garden can be quite a bit of work. You will have to squat a lot, weed, pull weeds and carry heavy things. Gardening is one activity that can be done at home. what is grow taller 4 idiots

thank you so much for writing the article, this can add insight and knowledge to me.
TAS WANITA BRANDED
TAS WANITA TERBARU
CLICK HERE
TAS BRANDED TERBARU
TAS WANITA BRANDED

thank you so much for writing the article, this can add insight and knowledge to me.
http://tokotaswanitabranded.com
TAS WANITA TERBARU

Find out everything you need to know about the newest and hottest workout guide in this review of the kayla itsines bikini body guide!Kayla Itsines

Anda mencari produk Mebel Minimalis dengan desain minimalis ataupun klasik asli mebel jepara dengan harga murah. kami menyediakan berbagai tipe atau model produk Mebel Jepara Minimalis terutama dengan menggunakan material kayu jati. Disni saya menjual produk produk mebel mulai dari kursi tamu minimalis meja makan jati tempat tidur dan sebagainya. Untuk indormasi lebih lanjut anda bisa langsung menuju katalog website kami.
Produk produk yang kami tawarkan mempunyai kualitas tinggi dan kami menawarkannya dengan harga yang cukup terjangkau, tentunya kualitas produk tersebut akan kami jaga. Produk Mebel Minimalis selalu banyak diminati oleh banyak konsumen baik itu dari dalam maupundari luar negri. Banyak sekali turis turis asing berbondong bondong ke jepara dengan tujuan yang sama seperti anda yaitu untuk mencari produk Kursi Tamu Minimalis.
Kami Mebel Jepara Minimalis sebagai produksen furniture memberikan anda kemudahan untuk berbelanja produk furniture jepara dengan aman melalui transaksi online, kami menyediakan berbagai model di dalam katalog website kami. Anda cukup duduk santai di ruamh, kami kerjakan produk pesanan anda dan tentunya kami akan memberikan garansi jika produk tidak sampai ke tangan anda ataupun produk Mebel Minimalis yang anda pesan tidak sesuai dengan pesanan.
Setiap produk kami, kami proses dengan sangat terkontrol, baik itu dalam hal pemilihan kayu, proses kontruksi, pahatan ukir hingga proses finishing. Oleh karena itu kami sebagai perusahaan Mebel Jati Minimalis selalu mengutamakan kualitas produk serta meningkatkan pelayanan yang ramah kepada anda.
Jepara memang dikenal sudah sejak lama sebagai kota industri Mebel Jepara Minimalis terbesar di asia hingga dunia. Kualitas produk dari jepara sudah banyak di akui oleh beberapa negara. Kota Jepara sendiri selalu menjadi langganan aktif dalam setiap pengadaan pameran furniture Furniture Minimalis.
Banyak sekali produk produk yang di tawarkan disana, baik itu dengan model minimalis ataupun klasik. Salah satunya yang menjadi produk unggulan mebel jepara yaitu Kursi Tamu Minimalis yang sangat cantik dengan keaslian ukiran khas mebel jepara yang terukir rapih dan halus di setip sudutnya. Ada juga produk unggulan lain seperti tempat tidur, meja makan, set meja makan dan banyak lainnya.
Oleh karena itu mulai dari lima tahun terakhir kami sudah mengembangkan untuk pembelian produk furniture dengan menawarkannya di Mebel Jepara Minimalis yang sudah berkembang hingga sekarang. Anda dapat memilih produk produk furniture tersebut diatas tadi di katalog produk kami tersebut disini memang sedang maraknya disaat perkembangan yang semakin canggih, tetapi anda jangan mudah tertipu dengan tergiur harga yang jauh dibawah harga normal. Produk unggulan mebel jepara seperti Mebel Jati Jepara banyak sekali yang dapat anda pilih.
Untuk bertransaksi dalam pembelian Mebel Jati Minimalis secara online dengan kami, anda tidak perlu ragu, karena perusahaan kami sudah diakui dan mempunyai ijin kerja yang bersangkutan dengan hukum. Jadi apabila anda ada keluhan saat bertransaksi Mebel Minimalis dengan kami, jaminan keamanan 100% di toko kami Mebel Jati Jepara produk produk kami berkualitas karena dikerjakan oleh tenaga mebel yang sudah berpengalaman dibidangnya. Untuk katalog produk anda bisa klik link berikut Gambar Tempat Tidur Jati Minimalis kami sudah mulai membuka pemesanan dengan anda cukup dengan santai diruamh, anda tinggal menyodorkan bagaimana produk mebel yang anda inginkan, anda dp maka kami akan kerjakan, untuk lama proses tergantung tingkat kerumitan produk pesanan, itu smua bisasa kami tawarkan secara Tips Sebelum Membeli Furniture Minimalis Diantaranya anda dapat memesan produk Meja Makan Minimalis dengan harga yang sesuai dengan kantong anda. Mebel Jati Jepara memang sedang maraknya disaat perkembangan yang semakin canggih, tetapi anda jangan mudah tertipu dengan tergiur harga yang jauh dibawah harga normal. Produk unggulan mebel jepara seperti Pintu Gebyok memang sedang maraknya disaat perkembangan yang semakin canggih, tetapi anda jangan mudah tertipu dengan tergiur harga yang jauh dibawah harga normal. Produk unggulan mebel jepara seperti rata rata dijual dengan harga standart yaitu di kisaran Rp. 7.000.000, dan untuk produk Tempat Tidur Minimalis ada di kisaran harga berkisar antara Rp. 3.000.000 hingga Rp. 30.000.000 tergantung tingkat kesulitan dan bahan material seperti yang saya terangkan diatas. Tersedia model kamar set dengan type Kamar Set Minimalis yang anda bisa lihat disini. Kami menyediakan layanan online untuk pemesanan Mebel Jepara Minimalis dengan sistem online. memang sedang maraknya disaat perkembangan yang semakin canggih, tetapi anda jangan mudah tertipu dengan tergiur harga yang jauh dibawah harga normal. Produk unggulan mebel jepara seperti Meja Makan Jati memang sedang maraknya disaat perkembangan yang semakin canggih, tetapi anda jangan mudah tertipu dengan tergiur harga yang jauh dibawah harga normal. Produk unggulan mebel jepara seperti juga tersedia di toko kami. Banyak pilihan produk produk mebel yang ada di toko kami, diantaranya Kursi Tamu Minimalis dengan harga yang bervariasi dan tentunya sangat kompetitif. Ada juga produk unggulan lain seperti tempat tidur, meja makan, set meja makan dan banyak lainnya.
Oleh karena itu mulai dari lima tahun terakhir kami sudah mengembangkan untuk pembelian produk furniture dengan menawarkannya di Mebel Jepara Minimalis

Interesting and amazing how your post is! It Is Useful and helpful for me That I like it very much, and I am looking forward to Hearing from your next..
https://rebelmouse.com/girlfriendsystemreview/

others newly conceived only moments prior, had flooded in from all corners of the team. It was now up to our blenders to work some last-minute magic.https://www.rebelmouse.com/troublespottrainingreviews/

Thanks for sharing the post.. parents are worlds best person in each lives of individual..they need or must succeed to sustain needs of the family.

Ixekizumab

Thanks for sharing the post.. parents are worlds best person in each lives of individual..they need or must succeed to sustain needs of the family.

www.rebelmouse.com

Hello, I have browsed most of your posts. This post is probably where I got the most useful information for my research. Thanks for posting, maybe we can see more on this. Are you aware of any other websites on this subject.
www.rebelmouse.com

Excellent blog here! Also your website loads
up very fast! What host are you using? Can I get your affiliate link to your host?
I wish my site loaded up as quickly as yours lol

I am very happy to discover your post as it will become on top in my collection of favorite blogs to visit.
our review at rebelmouse

Thank you for another great article. Where else could anyone get that kind of information in such a perfect way of writing? I have a presentation next week, and I am on the look for such information.
https://rebelmouse.com/3secondsexualattractionreview/