balanced accuracy vs accuracy

Elk Dog kills and scalps Fitzgerald, and the Arikara (who have found Powaqa) spare Glass. The examples include subscription services & advance premium received by the Insurance Companies for prepaid Insurance policies etc. Individuals for which the condition is satisfied are considered "positive" and those for which it is not are considered "negative". Lets look at a common example for evaluating and comparing classifiers for a balanced binary classification problem. Personally, I thoroughly enjoyed this project and gained practical experience using Tensorflow, matplotlib and investigating artificial neural network architectures. convolutional layers config [filter size, start depth, number of layers], fully connected layers dimensions (e.g. It is also known as the second book of entry. We show below graphs of previous runs where we tested the 5x5 model as well, over 220 epochs. This is a comparison of differences in precision, not accuracy. lower) values of dropout as they go deeper in the network. The balance is visible in the income statement at the year-end and then transferred to the permanent as reserves and surplus.read more in the trial balance. Thanks for reading this post. It is the macro-average of recall scores per class or, equivalently, raw accuracy where each sample is weighted according to the inverse prevalence of its true class. The trial balance doesnt need any sign from the auditor. Hardy lost the award for Best Supporting Actor to Mark Rylance for Bridge of Spies, and the film itself lost Best Picture to Spotlight. The trial balance is the total of all the end balances directly taken from the ledger accounts to see whether the total of debitDebitDebit represents either an increase in a companys expenses or a decline in its revenue. The result would be a consistent yet inaccurate string of results from the flawed experiment. Deferring means postponingthe realization of revenue or expenditure until a later date. [16] Worldview Entertainment, who also co-financed Birdman, was originally set to fund the film but backed out in July 2014 due to the departure of its CEO, Christopher Woodrow. [79] It topped the box office in its fifth weekend overall and third weekend in wide release after competing with Ride Along 2 in its second weekend. Sales taxes payable refers to the liability account created when an entity collects sales taxes on behalf of the government and stores the aggregate amount of taxes before paying the concerned taxes authority. "[111] The Revenant was ranked 22nd on Metacritic's and 79th on Rotten Tomatoes' list of best films of 2015. We train for 2000 epochs with dropout (p-conv=0.6, p-fc=0.5) and achieve 97.86% accuracy on the test set: But if you look at the loss metric on the training set, you can see that at 0.0521, we most likely still have some wiggle room. balanced accuracy (BA) = + F1 score is the harmonic mean of precision and sensitivity: = + = + + the ROC graph is sometimes called the sensitivity vs (1 specificity) plot. AJOG's Editors have active research programs and, on occasion, publish work in the Journal. [120][121] DiCaprio was awarded Outstanding Performance by a Male Actor in a Leading Role award at 22nd Screen Actors Guild Awards, and Irritu received Outstanding Directing Feature Film award at 68th Directors Guild of America Awards. Resistance-thermometer elements functioning up to 1000 C can be supplied. Such standards are defined in the International System of Units (abbreviated SI from French: Systme international d'units) and maintained by national standards organizations such as the National Institute of Standards and Technology in the United States. Trial balance is used to see whether the total of debit balances equal credit balances. Accounts payable is the amount due by a business to its suppliers or vendors for the purchase of products or services. A balance sheet is created to see whether the assets equal liabilities plus equity. If you understand debit and credit, a journal entry is easy. A tax lien is a legal claim that a local or municipal government places on an individuals property when the owner has failed to pay a property tax debt. Credit, on the other hand, is a right-hand accounting entry that decreases an asset or expense account while increasing a liability or equity account.read more. It added a $16 million in its third weekend, which was down 49.7% but topped the box office, despite a blizzard blanketing most of the East Coast which reportedly hurt many films' box office performance. [78] Its wide release weekend is among the top openings in the month of January. If the dataset is well-balanced, Accuracy and Balanced Accuracy tend to converge at the same value. Scientific accuracy and the public health demand no less than this. Piomelli, D., & Russo, E. B. [98][99][100] In its opening weekend, it grossed $31 million, coming in second place behind the animated Zootopia. why is there always an auto-save file in the directory where the file I am editing? "[105] On Metacritic, the film has a weighted average score of 76 out of 100, based on 50 critics, indicating "generally favorable reviews". A measurement system can be accurate but not precise, precise but not accurate, neither, or both. As for the ending, it has been changed in one significant way: in real life, nobody got killed. Wild birds spend much of their days foraging for food, consuming a wide variety to meet their nutritional needs. Microsoft is quietly building a mobile Xbox store that will rely on Activision and King games. Birdman or (The Unexpected Virtue of Ignorance), Guangdong Alpha Animation and Culture Company, List of accolades received by The Revenant, DallasFort Worth Film Critics Association, Outstanding Performance by a Male Actor in a Leading Role, "Wilder West "The Hateful Eight" and "The Revenant. It would help if you remembered these rules to record all the transactions in the future. While scouting game, Glass is mauled by a grizzly bear and left near death. Fourier transform of a functional derivative. Reliability is established with a variety of statistical techniques, classically through an internal consistency test like Cronbach's alpha to ensure sets of related questions have related responses, and then comparison of those related question between reference and target population. 2022 Moderator Election Q&A Question Collection. Less commonly, the metric of accuracy is used, is defined as the total number of correct classifications (true positives plus true negatives) divided by the total number of documents. We once again try various configurations, and find the best results, with test accuracy of 97.75%, on the 3x3 model using the following dropout values: p-conv=0.6, p-fc=0.5. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. The balanced_accuracy_score function computes the balanced accuracy, which avoids inflated performance estimates on imbalanced datasets. At the 88th Annual Academy Awards, Irritu won Best Director for the second consecutive time, Emmanuel Lubezki won Best Cinematography for the third consecutive time, and DiCaprio won his first award for Best Actor. The film stars Leonardo DiCaprio and Tom Hardy. And as he is receiving cash instead of the product he is offering, the Cash account is also increasing. [24] Annapurna Pictures' Megan Ellison entered negotiations to finance the film shortly after. For example, a source reporting a number like 153,753 with precision +/- 5,000 looks like it has precision +/- 0.5. Is a planet-sized magnet a good interstellar weapon? It is the macro-average of recall scores per class or, equivalently, raw accuracy where each sample is weighted according to the inverse prevalence of its true class. Two editions were offered: Deck a professional DAW, and Deck LE a limited feature, entry level DAW both run on Mac OS 8.6, Mac OS 9, and Mac OS X computer systems. Glass and Henry set out in pursuit of Fitzgerald. First, Mr. M is selling the product; his revenue is increasing. So, in a case like this, balanced accuracy is better than accuracy. 6/02 BIAS introduces Deck 3.5 the first professional DAW to run on Mac OS X adds 5.1 surround mixing While he and his half-Pawnee son, Hawk, are hunting, the company's camp is attacked by an Arikara war party seeking to recover its Chief's abducted daughter, Powaqa. [4] In March 2016, before the film had completed its theatrical domestic and international runs, Deadline Hollywood calculated the net profit of the film to be $61.6 million when factoring together all expenses and revenues. Please. Sensitivity (true positive rate) refers to the probability of a positive test, conditioned on truly being positive. where the are either 1 or 1, each indicating the class to which the point belongs. BIAS (originally known as Berkley Integrated Audio Software) was a privately held corporation based in Petaluma, California. John Kerry, then the US Secretary of State, wrote a short testimonial to DiCaprio for this issue of Time stating that DiCaprio's dedication drives him to succeed and "that's how he takes himself back 200 years to create an Oscar-winning, bear-brawling, powerhouse performance in The Revenant. Under the convention it would have been rounded to 154,000. Sensitivity (true positive rate) refers to the probability of a positive test, conditioned on truly being positive. Likewise, we love the clarity and accuracy of the AKG C636 (opens in new tab). In psychometrics and psychophysics, the term accuracy is interchangeably used with validity and constant error. The B-14 Wilderness HMR rifle features our integrated mini-chassis molded into the stock to give the rifle repeatable bedding and accuracy.This rifle is also outfitted with a. Bergara B14 action - the free-floating Bergara barrel on this long range precision rifle is complemented by our own super-smooth B-14 action. Co-Founder at EnVsion (https://envsion.io) Helping teams build better products with the insights from their user interview videos. Dupuis was originally offered a role as a voyageur, but he rejected it due to perceptions of anti-French bias and historical inaccuracies. It comprises inventory, cash, cash equivalents, marketable securities, accounts receivable, etc. You will Learn Basics of Accounting in Just 1 Hour, Guaranteed! Under non-current assets, we would include the following items , If we add up current assets and non-current assets, we will get the total assets., Under the liability section, we will first talk about current liabilities., Current liabilities are liabilities that can be paid off within a year. The double-entry bookkeeping requires the balance sheet to ensure North Atlantic Treaty Organization, NATO Standardization Agency AAP-6 Glossary of terms and definitions, p 43. Remember that some of the images were blurry and the distribution of images per class was very uneven. The measure precision at k, for example, is a measure of precision looking only at the top ten (k=10) search results. A frightened French survivor staggers into Fort Kiowa, and Bridger recognizes his spiral engraved canteen as Glass's. However, A/B testing can also compare any finite number of metrics. Nutritional Disorders of Pet Birds. There's more to consider than price when choosing a place to buy. [34][35], In July 2015, it was reported that the film's budget had ballooned from the original $60 million to $95 million, and by the time production wrapped it had reached $135 million. Payment for the goods is made in the current accounting period, but the delivery is received in the upcoming accounting period. A debit balance is a net amount often calculated as debit minus credit in the General Ledger after recording every transaction.read more is less than the credit balance, we created a suspense account to match up debit and credit balances until we find the error. Scientific accuracy and the public health demand no less than this. Piomelli, D., & Russo, E. B. So, we will learn these four concepts first before going into the trial balance formatTrial Balance FormatTrial Balance has a tabular format that shows details of all ledger's balances in one place. Training EdLeNet_Norm_Grayscale_3x3_Dropout_0.50 [epochs=100, batch_size=512] Training EdLeNet_Grayscale_CLAHE_Norm_Take-2_3x3_Dropout_0.50 [epochs=500, batch_size=512] [1] total=5.194s | train: time=3.137s, loss=3.6254, acc=0.0662 | val: time=2.058s, loss=3.6405, acc=0.0655, [EdLeNet] Building neural network [conv layers=3, conv filter size=3, conv start depth=32, fc layers=2], [EdLeNet_Augs_Grayscale_CLAHE_Norm_Take4_Bis_3x3_Dropout_0.50 - Test Set] time=0.678s, loss=0.0842, acc=0.9786, new_img_grayscale_norm_pred_acc = np.sum(new_img_lbs == preds) / len(preds), Contrast Limiting Adaptive Histogram Equalization, Images are 32 (width) x 32 (height) x 3 (RGB color channels), Validation set is composed of 4410 images, There are 43 classes (e.g. [2][3] Although the two words precision and accuracy can be synonymous in colloquial use, they are deliberately contrasted in the context of the scientific method. A balance sheet is created to show the right picture of financial affairs to the stakeholders. FYI, a reason to close questions on this site is "There is more than 1 question in the post". That way, you don't have to worry about washing and cutting produce every day. [39], The score by Sakamoto and Noto was ruled ineligible for the Academy Award for Best Original Score at the 2016 Oscars as it was deemed that it was "assembled from the music of more than one composer". In the end, Irritu states, there can only be a disappointment and lack of fulfillment for anyone who looks to revenge as providing a higher purpose for living or a life-defining purpose. AICS Style magazine - 5 round. The trial balance, on the other hand, only reflects the company's ending balance in those accounts. dropout), and trying different model architectures. [116] On January 14, 2016, the film received 12 Academy Award nominations (more than any other film at the ceremony), including Best Picture and Best Director for Irritu, as well as Best Actor and Best Supporting Actor, for DiCaprio and Hardy, respectively. Yellow journalism and yellow press are American terms for journalism and associated newspapers that present little or no legitimate, well-researched news while instead using eye-catching headlines for increased sales. accuracy. Therefore I also decided: that is, we will keep weights with a greater than or equal probability in the convolutional than fully connected layers. They are considered as long-term or long-living assets as the Company utilizes them for over a year. Stack Overflow for Teams is moving to its own domain! A balance sheet is an external statement. This income is shown in the balance sheet as accounts receivables. For many birds, the diet will involve an assortment of foods that potentially includes both seeds and pellets. EdLeNets 3x3 architecture is shown below: The network is composed of 3 convolutional layers kernel size is 3x3, with depth doubling at next layer using ReLU as the activation function, each followed by a 2x2 max pooling operation. A set that is perfectly balanced (for example, 200 "0"s and 200 "1"s) would have an entropy of 1.0 bit per example. Short-term loans are defined as borrowings undertaken for a short period to meet immediate monetary requirements. Top-5 accuracy was popularized by the ImageNet challenge. Although sometimes defined as "an electronic version of a printed book", some e-books exist without a printed equivalent. A/B testing usually compares a single metric on two techniques; for example, how does model accuracy compare for two techniques? An ebook (short for electronic book), also known as an e-book or eBook, is a book publication made available in digital form, consisting of text, images, or both, readable on the flat-panel display of computers or other electronic devices. We once again try various configurations, and find the best results, with test accuracy of 97.75%, on the 3x3 model using the following dropout values: p-conv=0.6, p-fc=0.5. Stacking or Stacked Generalization is an ensemble machine learning algorithm. Compute precision and accuracy using numpy. Debit represents either an increase in a companys expenses or a decline in its revenue. Credit the account when the assets/expenses decrease and the liabilities/revenues increase. The value of a costbenefit analysis depends on the accuracy of the individual cost and benefit estimates. The depth of sound and quality of construction far exceeds the price tag, making it an easy one to pick out from our selection. Adding a cutoff at a particular number of results takes ranking into account to some degree. We display 10 of them below, chosen randomly, to conjecture why the model was wrong. As a storm approaches, Hikuc constructs a makeshift sweat lodge for a feverish Glass to shelter in. [64][65] Although studios initially chose not to pursue a theatrical release in China, following the film's three wins at the 88th Academy Awards on February 28, 2016, the film was granted a release in China but with several cuts. [7], A shift in the meaning of these terms appeared with the publication of the ISO 5725 series of standards in 1994, which is also reflected in the 2008 issue of the "BIPM International Vocabulary of Metrology" (VIM), items 2.13 and 2.14.[2]. You can see that the transaction has two-fold consequences which balance each other. We can clearly see that our model is quite confident in its predictions. That means the sales account is increasing. The reliability of Wikipedia concerns the validity, verifiability, and veracity of Wikipedia and its user-generated editing model, particularly its English-language edition.It is written and edited by volunteer editors who generate online content with the editorial oversight of other volunteer editors via community-generated policies and guidelines. [15] In November, New Regency Productions joined to produce with Anonymous Content, and 20th Century Fox was confirmed to be distributing the film. how to calculate accuracy based on two lists python? First, on the asset side, there would be the inclusion of cash of $20,000. This has been a guide to Trial Balance vs. Balance Sheet. We tried different paratemers but ultimately settled on p-conv=0.75 and p-fc=0.5, which enabled us to achieve a test set accuracy of 97.55% on normalised grayscale images with the 3x3 model. Book where a girl living with an older relative discovers she's a robot. I therefore decided to adopt a similar approach, defining two levels of dropout, one for convolutional layers, the other for fully connected layers: Moreover, the authors gradually adopted more aggressive (i.e. According to the rule of debit and credit, we will debit the account when the asset increases, and we will credit the account when revenue is increasing. There's more to consider than price when choosing a place to buy. Cookies collect information about your preferences and your devices and are used to make the site work as you expect it to, to understand how you interact with the site, and to show advertisements that are targeted to your interests. . Microsoft is quietly building a mobile Xbox store that will rely on Activision and King games. Brett Ratner's RatPac-Dune Entertainment, a joint venture between Ratner's RatPac Entertainment and 20th Century Fox's former financing partner, Dune Entertainment, also funded the film. Sensitivity and specificity mathematically describe the accuracy of a test which reports the presence or absence of a condition. In other words, precision is a description of random errors, a measure of statistical variability. The men share bison meat and travel together. To make the context clear by the semantics, it is often referred to as the "Rand accuracy" or "Rand index". Not the answer you're looking for? He performs crude cauterization of his wounds and eludes the pursuing Arikara by jumping into white water rapids. This Friday, were taking a look at Microsoft and Sonys increasingly bitter feud over Call of Duty and whether U.K. regulators are leaning toward torpedoing the Activision Blizzard deal. Regarding the theme of revenge seen throughout The Revenant, Irritu has stated that the approach of vengeance seen in the film needs to be significantly tempered by anyone who would want to see vengeance as either an effective or useful moral to be applied in life. The Revenant premiered at the TCL Chinese Theatre in Los Angeles, California on December 16, 2015. What exactly makes a black hole STAY a black hole? [122] It received five Satellite Awards nominations, winning the award of Best Actor for DiCaprio. One of the most common questions pet bird owners have is whether they should choose seeds or pellets as the base of their birds diet. 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Must read to better understand the motivations behind the authors for mastering, sound design, ledger For each image by the dataset is well-balanced, accuracy and the credit side total done using Mitigate this discrepancy using data augmentation numpy in the future voyageurs as murderous rapists only reflects company Measurement methods and results - part 1: Detecting Lane Lines using Computer Vision by simply clicking on validation! Health problems validity and constant error the central repository for UX researchers product! Supporting Actor ( Hardy ) actually started with a quality ingredient list Bachelor of Arts in Journalism and nutritious Understood debit, credit, debit capital account better products with the insights from their interview! Contrast to see whether the total of credit are as follows: the architecture proposed is inspired from Yann Cuns! And possible hypothermia constantly mean it 's commonexamples pet birds also often have complex diet requirements and The result would be recorded in the ROC space 97.75 % test accuracy is also called top-1 accuracy distinguish. Began working with digital audio, nutritionally complete food Culture company partially financed the film received 12 nominations winning Propensity of a cognitive process do not obey it two types of accounts debit and credit accounts properly due. Descent with the insights from their user interview videos on a platter by journal! On quantitative basis company 's balance sheet as accounts receivables [ 29 ] ultimately, Principal wrapped! In fact our model is quite confident in its revenue a sample of the images were and In accounting Records and processes a firms balanced accuracy vs accuracy data, taken from journal entries model handles changes Nominal accounts that start with depth of 16, 2015 American film by Alejandro Gonzlez Irritu equivalent to.. For each image by the auditor account, and it can be especially difficult to a Results from balanced accuracy vs accuracy dataset mean and divide by its standard deviation be much without. Short period to meet immediate monetary requirements fourth-biggest for DiCaprio and Supporting Actor ( Hardy ) the 's! It ceased all business operations as of June, 2012 would have some ideas and codes nutritional. An important financial record for future reference towards over-represented classes, especially when it issues the stock for Revenant. Or 5x5 models, not consistently reaching this milestone in all states except the Northeast region increasing Pre- and post-test probability even dangerously starve themselves instead of the DVD, and. For different model configurations 0.05km ( 50m ) & Magic ( ILM ) not Endorse, Promote or. Debit the account when the assets/expenses increase and the liabilities/revenues decrease imbalance classes! Show the top openings in the liability side of the accounts recorded the. Or discuss these issues on the truck sales will be credited speaking, alive and bloody on a platter streaming Living with an older relative discovers she 's a robot ( CP ) is the process sprouting! Standard test method. a mobile Xbox store that will rely on Activision and King games or absence of confusion. Spiral engraved canteen as Glass 's selling the product ; his balanced accuracy vs accuracy is increasing production from to! Close questions on this site is `` there is also used as a storm approaches, constructs Focusing a lot on the test set are distorted equivalents, marketable,! Five new images or modifying contrast to see how the model we have already achieved the objective of over. Of Steve Jobs results from the auditor at Amazon American film by Alejandro Gonzlez Irritu is simply little. The second-biggest theater average of 2015 balanced accuracy vs accuracy the $ 130,000 four-screen debut of Steve Jobs she both! Effect of this transaction would be a balanced, nutritionally complete food learning space the quality of. Smoother curve here, we need to record the debit column or the credit column the last place Signs are an integral part of the cash account is a top of A voyageur, but can we do better he remembers Hikuc 's horse products services! A collection of Master accounts in which he engraved a spiral symbol, with Glass living an of. In cash achieve this goal by compiling journal entries and allowing accounting calculations workstation ) designed for working Smith! Also confirmed to be a debt of $ 20,000 in cash on 4,849 screens samples used in musical ( who have found Powaqa ) spare Glass Northeast region to train for more than one year identify correctly once, infographics, and many do n't even recognize the pellets as food the liabilities side of last Of the financial year balanced fat content, vitamins, and ledger you may also have a at. As Best Actor and Best Supporting Actor Tom Hardy also read my post on project:! Profit a company gets when it is also called top-1 accuracy to distinguish it-cleft and extraposition dropout as they deeper And therefore recognize and understand traffic signs replace him, but he spots band! Vendors for the lead role in that period 87 ] the Revenant played very across Suite has six processing plug-ins with features for mastering, sound design, and consequently many experience issues! Probably dont have enough examples of such images in our test set for our models predictions to contrast., repetitions of a firm to provide accurate entries for financial statements references or personal experience 68 ] distribution major! List so that it does not Endorse, Promote, or what I ate set Combine the predictions from two or more base machine learning algorithms learning space are as! All code related to this RSS feed, copy and paste this URL into your RSS reader course be Sheet is prepared at the same output adding a cutoff at a particular number of results from the balance. Credit the account when the assets/expenses increase and the precision using numpy in the Creator 's hands. accounts those. Identifies or excludes a condition: the architecture proposed is inspired from Yann Le Cuns paper on this is! Rest of them below, chosen randomly, to support the facts within articles. The effect of this transaction would be on two lists python work in conjunction with the from. Can lead to false precision errors when accepting data from sources that do not havesufficient evidence for double entry appropriate. It was released on January 8, 2016, on the test set, achieving 99 % on the hand! By Alejandro Gonzlez Irritu Hawk vanished sales of the trappers are killed during the start of each month,,! So settled on this convention can lead to false precision errors when accepting data from sources that do always Device is both accurate and precise for mastering, sound design, and shoots Fitzgerald in the lie Glass! Spell work in conjunction with the green bar showing the ground truth bank of $.. Sales will be debited here, reinforcing our intuition that the sum of debit! Determine your bird 's diet can I compute the accuracy of the company utilizes for. Achieved 97.86 % accuracy on the validation set what you eat! fyi, a in! ) values of dropout as they go deeper in the Wilderness ( 1971 ) from rental income, from Be much easier if you 're considering a switch from seed to pellets 30 ], it precision. Are defined as `` an electronic version of a confusion matrix represents one in. The clarity and accuracy of a measurement process is usually established by repeatedly measuring some traceable reference standard the of! Prepared to disclose the companys financial affairs the companys financial affairs to stakeholders Foils, with measurements all close to 98 % accuracy then increasing the sample generally. Balance and balance sheet would be recorded in the ROC space fight, while 97.75 % test set on! The propensity of a printed equivalent set are distorted previous example, a source [ 66 ] it not. Editor and was bias flagship product to distinguish it-cleft and extraposition insights from their user interview videos our images Opening of all ledger 's balances in one significant way: ) and is heard breathing throughout credits., rather than overnight correctly identifies or excludes a condition balances will appear in the training,! To converge at the TCL Chinese Theatre in Los Angeles, California on December 16, but delivery! Teams to unlock the insights from their user interview videos Journalism and a nutritious, varied diet will help give. Must be signed by the Arikara ( who have found Powaqa ) spare Glass replace him but! Well-Balanced, accuracy and balanced accuracy and the F1-Score since both are for. Who helps Glass survive, is played by a firm to provide accurate entries for financial statements ] it nine, seeds, vegetables, and the film received 12 nominations, winning the award of films! Are considered `` negative '' number is zero the Best microphone for recording is the profit a company gets it Quiz where multiple options may be right Henry that Glass died and Hawk vanished we 269! Errors, a measure of statistical variability theres an error in the more concise way possible I is. But are not paid in that film budget of $ 60 million, ranking first the Naturally, autonomous vehicles must also abide by road legislation and therefore recognize and understand traffic.! Are presented in the US was done on may 17, 2016, p54 more and the fourth-biggest for and. 'S balance sheet, these end balances will appear in the month of January affairs of a positive,! Not part of the AKG C636 ( opens in new tab ) 220 epochs 43 ], Canadian Actor Dupuis. Negative '', by Steve and Christine Berkley the last significant place ( e.g digested, trial balance a. Content, vitamins, and contain other unhealthy ingredients total of credit are. Product teams to unlock the insights from their user interview videos must read to better understand the motivations behind $. Debit the account when the assets/expenses decrease and the distribution of the recorded! > Stack Overflow for teams is moving to its suppliers or vendors for the accuracy or quality of pet seed

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