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@ddehorta1120

Dial-a-Geek pc repair services up and running. Still working on Facebook page and advertising. If you have a messed up or slow pc or you know someone in need of a techy person. Send them my way. I am very sffordable and I love what I do and helping people. Text or call me at 786-702-0286 or email at [email protected] Share this post for some traffic please. #computerrepair #computer #technology #laptoprepair #computers #it #repair #computerscience #computersetup #computerengineering #tech #it #laptop #computertech #windows #computerhelp #computerproblems #software #pcrepair #computergeek #ps #computerrepairs #informationtechnology #computergames #virusremoval #computerlove #bhfyp @ The Hammocks, Florida at Miami, Florida

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@anton_msg

at Tanzende Türme Reeperbahn

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@ankit_kumar_7

Day: [15,16,17,18]/100 - continued #100daysofcode challenge . . PRECISION AND RECALL What proportion of positive identifications was actually correct? Precision = TP / (TP + FP) A model that produces no false positives has a precision of 1.0 What proportion of actual positives was identified correctly? Recall = TP / (TP + FN) A model that produces no false negatives has a recall of 1.0 . ROC CURVE AND AUC An ROC curve (receiver operating characteristic curve) is a graph showing the performance of a classification model at all classification thresholds True Positive Rate and False Positive Rate are two parameters that this curve plot TPR is a synonym for recall TPR = TP/(TP + FN) FPR = FP/(FP + TN) To compute the points in an ROC curve, we could evaluate a logistic regression model many times with different classification thresholds, but this would be inefficient. Fortunately, there's an efficient, sorting-based algorithm that can provide this information for us, called AUC (Area Under the ROC Curve) AUC is scale-invariant though Scale invariance is not always desirable AUC is classification-threshold-invariant though Classification-threshold invariance is not always desirable . PREDICTION BIAS Prediction bias is a quantity that measures how far apart those two averages, average of predictions and average of observations, are "Prediction bias" is a different quantity than bias (the b in wx + b) . #ai #bigdata #coding #ml #machinelearning #tech #developer #techlifestyle #techie #coder #python #nerd #geek #learntocode #artificialintelligence #datascience #computerscience #dev #datascientist #google #course #challenge #hack #linux #windows #processing #statistics

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@mhd_helal

at Jönköping, Sweden

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@gracejl13

I just really like the painted windows #windows #france #lepuyenvelay at Le Puy-En Velay, Auvergne, France

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@black_pizza_box

#blue #japan #ny #building #blue #windows HERE THEY ARE

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@ankit_kumar_7

Day: [15,16,17,18]/100 #100daysofcode challenge . Section "Logistic Regression" . CALCULATING A PROBABILITY Sigmoid Function : it helps logistic regression model to output a value always between 0 and 1 Y = (1/(1+(e^(-z)))) where Y is the output of the logistic regression model z is linear model output i.e. b + w1x1 + w2x2 + w3x3 ... wNxN [b is bias, w is learned weights, x are values of the feature] z is also called as log-odds as z=log(y/(1-y)) . LOSS AND REGULARIZATION loss function for linear regression is squared loss and loss function for logistic regression is Log Loss Log Loss = Sum<(x,y) E D>(-ylog(y')-(1-y)log(1-y')) (x,y) E D data set containing labeled examples y is the label y' is the predicted value between 0 and 1, given set of feature x . Section "Classification" . THERSHOLDING In order to map a logistic regression value to a binary category, you must define a classification threshold (also called the decision threshold) "Tuning" a threshold for logistic regression is different from tuning hyperparameters such as learning rate. Part of choosing a threshold is assessing how much you'll suffer for making a mistake . TRUE VS FALSE AND POSITIVE VS NEGATIVE A true positive is an outcome where the model correctly predicts the positive class. Similarly, a true negative is an outcome where the model correctly predicts the negative class A false positive is an outcome where the model incorrectly predicts the positive class. And a false negative is an outcome where the model incorrectly predicts the negative class . ACCURACY accuracy is the fraction of predictions our model got right accuracy can also be calculated as: accuracy = (TP+TN)/(TP+TN+FP+FN) where, TP-True Positive, FP-False Negative, TN-True Negative, FN-False negative Accuracy alone doesn't tell the full story when you're working with a class-imbalanced data set . #ai #bigdata #coding #ml #machinelearning #tech #developer #techlifestyle #techie #coder #python #nerd #geek #learntocode #artificialintelligence #datascience #computerscience #dev #datascientist #google #course #challenge #hack #linux #windows #processing #statistics

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@black_pizza_box

#blue #japan #ny #building #blue #windows HERE THEY ARE at Tokyo, Japan

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@versosteel

Le caratteristiche dei materiali e dei sistemi che utilizziamo ci portano a produrre degli oggetti unici che vanno oltre la classica definizione di semplici infissi.⠀⠀⠀⠀⠀ /⠀⠀⠀⠀⠀ The characteristics of the materials and systems we use lead us to produce unique objects that go beyond the classic definition of simple fixtures.⠀⠀⠀⠀⠀ /⠀⠀⠀⠀ #decor #steelwindows #steeldoors #serramenti #archiproducts #archilovers_windows #steelwindowsanddoors #finestre #architecturephotographylovers #buildingahouse #slidingwindows #architectural #archidaily #architektur #architettura #windows #architecture #building #buildings #design #interiordesign #art #architect #architecturelovers #archilovers #interior #home #homedecor #arquitectura

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@misherumar

Darley Abby Mills, Derby

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@smuk.propertystyling

We believe a house can never have too much greenery 🌿🌱🌴🌵 that’s why we are loving everything about @hiltoncarter ‘s page! 👌🏼😍 #sunday #greenery #indoorplants #fiddleleaffig #fiddlefig #thebest at Ballarat, Victoria

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@northallertonjoinery

One of our recent jobs for a family in Nunthorpe appeared on Channel 5star ‘Rich kids go skint’! New windows ✅ Flooring✅ Decoration ✅ Bespoke made bedroom fitout ✅ #joinery #bespoke #tv #channel5 #windows #manorhouse #bedroomdecor #interiordesign #exteriordesign

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@renovating293

We've been busy knocking down walls, and creating what will become our dining room (this is where the old bathroom was) . We are so happy with our new doors and window. We still have loads to do, but finally feels like we are beginning to making progress. Slow and steady wins the race right? #renovation #bifolddoors #windows #diningroom #diy #interiors #uglyhousetonicehouse

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@hannanhome

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@someone_called_claire

The weather turned a little wet, so we headed into the town of Montgomery. This is the church of the town, St Nicholas. . #Church #Churchyard #Graveyard #Clock #Weathervane #Windows #Building #Architecture #Fields #Trees #Rain #Autumn #StNicholas #Montgomery #Rural #PhotoOfTheDay #Nikon #D7500 #NikonD7500

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@alex.lark920

at Slavuta

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@anton_msg

at Rathaus Hamburg

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@ginazzio

at Paris, France

1
@tanirovka_uzb

Как вам?😍 ===================== ✴Подписывайся 📌@TANIROVKA_UZB ✴Ставь лайк ♥️ ✴Отмечай друзей 👇 ✴Комментируй 👌 #Tanirovka_uzb #tanirovka #tonirovka #blackcar #blackcars #carsofuzb #car #black #windows #tashkent #uzbekistan #drift #vine #dtp

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@hemen_photo

PIQUE&CARREAU • Quand les plantes font du lèche-vitre-in- 🌵🏠 #berlin #plants #windows #tourism #visitberlin #insta

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@oksanadzinkovskiy

at Rostov Oblast

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@mangaliov

Meilleur meme V2 . . . . . . . . . . . . . . . . . . . . 📍Tags : #memes #meme #fortnite #pubg #intel #ryzen #window #windows #seaofthievesmemes #seaofthieves #compilation #funnyvideos #lol

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@tugenavalico

at Lviv / Lwów

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@hayley_parsons.nz

#huntlyhousenz starting to take shape late 80s early 90s. The house section isnt such a bare paddock any more. Gerald and Gerda have found sash windows to replace the ugly aluminium joinery that had been put in in the 70s and early 80s. And a new front door. #restoration #restoringhuntlyhouse #renovation #bigvision #nzvilla #sashwindows #frontdoor #windows

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@itsohor

২০২০ সালের ১৪ জানুয়ারি হবে উইন্ডোজ ৭ চালিত কম্পিউটারে নিরাপত্তা আপডেটের শেষ দিন, বিস্তারিত জানতে ক্লিক করুন itsohor.com এ I #News #Internet #Technology #Smartphone #Mobile #online #digital #software #windows

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@stevlywindows

Design your dream door sat in the comfort of your own home. Our door designer is the perfect software to visualise exactly how you want the first impressions of your property to be. #Compositedoors #Doors #Windows

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@orlando291166sch

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@battenmade

➖Carpentry Life➖what #battenmade has been working on of late. at Hamilton

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@mukhlis_paytrenesia

SAATNYA PUNYA USAHA SENDIRI HANYA DARI SMARTPHONE ANDA! SIAP-SIAP JADI OWNER! Yess with PayTren YOU ARE THE OWNER! Ngga Percaya? Saya dan lebih dari 4.856.777 Juta mitra di dunia sudah membuktikan, sekarang giliran Anda! Mau nama Anda ada di daftar dalam video? Mau punya penghasilan ratusan juta kan? Mau bebas kerja kapan aja? SEGERA PAKAI PAYTREN!!! Bisnis PayTren hanya Modal 335 Ribu BUKAN 335 Juta. Langsung ACTION! Ada PROMO untuk 10 orang tercepat! Yuk segera chat! SUKSES BISNISNYA BERKAH HIDUPNYA 🙏 SALAM SUKSES BERJAMAAH Info Pendaftaran Your Mentor Mukhlis +6281314999102 Chat Fast Respon ➡️ http://bit.ly/2GBgDfI ➡️ https://paytrenesia.business.site Or, check this link at bio @mukhlis_paytrenesia @mukhlis_paytrenesia @mukhlis_paytrenesia #PaytrenYusufMansur #DiPayTreninAja #ConnectingYourLife #Paytren517 #PaytrenEmoney #PaytrenIndonesia #PaytrenSolusiHidup #KitaPastiBisa #eMoney #DigitalPreneur #Digital #Fintech #Syariah #Cashless #Networking #BisnisOnline #StartUp #BisnisSyariah #Windows #Apple #Android #Software #Hardware #Millenials #multypayment #Informatika #eCommerce #Marketing #marketplace #ZamanNow at Jalan Mangadel

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@bluriumphotos

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@doudou__photography

at TU München

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@pami_pics

Although I am a man now, I am still your child. (Quote from the song Mamma by Dutch singer Andre Hazes) #fotosprong #documentary #documentaryphotography #windows #windowsandmirrors #Luc #mother #academievoorbeeldendekunstgent #flash #flashphotography #livingroom #interiordesign #design #nuts #wallnuts #andrehazes #hazes #h6

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@supaglazing

At #SupaGlazing we want to help you make your double glazing dreams come true! Here's a recent transformation by our #SupaFitters 😊 If you would like to find out more about why 65000 customers have chosen us, pop the kettle on and take a look at Www.supaglazing.com . . #SupaGlazing #doubleglazing #kent #homes #makinghousesintohomes #homesofInstagram #Windows #compositedoors #London #westsussex #Essex #family #SundayFunday #SundaySavings

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@arkan_concepts_design

Interior gordyn decor handcraft design 1 By Muhammad Peri ... #gordyn #Design gordyn #handcraft #handmade #rustic #gorden #windows #interior design #golden #Photography #photo #photograph #photography #craft #craftdesign #photodesign #gold

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