DataRobot

APRIL 20, 2021

Accuracy is best evaluated through multiple tools and visualizations, alongside explainability features, and bias and fairness testing. Binary classification models are often optimized using an error metric called LogLoss. It enables direct comparisons of accuracy between diverse machine learning approaches. Download Now.

Evaluation 52

Evaluation Open Source Model Metrics 52

Zen and the Art of Nonprofit Technology

APRIL 3, 2009

The thing that is prompting this post is the little storm about the security metric that we used to try and get a handle on the security of the 4 different systems we reviewed. The report isn’t about security, it’s a very, very broad comparison of the systems, with security as a very small component. More on that in a bit.

Drupal 100

Drupal Comment Report Metrics 100

Neon CRM

JUNE 2, 2023

Nonprofit engagement metrics can help you understand your organization, but you’ve probably seen the same terms over and over again in your research. By embracing a few overlooked metrics, you will be able to go deeper into that information. By embracing a few overlooked metrics, you will be able to go deeper into that information.

Metrics 52

Metrics Nonprofit Social Media Rate 52

DNL OmniMedia

NOVEMBER 12, 2020

Using that knowledge, we’ve created this guide to help your team understand major gift KPIs, the metrics you should be tracking, and the top tips to do so successfully. You’ll explore major gift metrics through the following guide: Overview of Major Gift Fundraising Data. 3 Tips to Track Major Gift Metrics More Effectively.

Metrics 52

Metrics Gift Track Consultant 52

Google Research AI blog

APRIL 25, 2023

Our experimental evaluation shows that within these constraints we are able to discover top-performance models. Experimental results When comparing NAS algorithms, we evaluate the following metrics: Quality : What is the most accurate model that the algorithm can find? Comparison on models under different #MAdds.

Search 107

Search Children Model Delicious 107

Google Research AI blog

JUNE 1, 2023

Results We evaluate REVEAL on knowledge-based visual question answering tasks using OK-VQA and A-OKVQA datasets. REVEAL achieves higher accuracy in comparison to previous works including ViLBERT , LXMERT , ClipCap , KRISP and GPV-2. We also evaluate REVEAL on the image captioning benchmarks using MSCOCO and NoCaps dataset.

Language 113

Language Train Training Knowledge 113

Google Research AI blog

MARCH 31, 2023

Human object recognition alignment To find out how aligned ViT-22B classification decisions are with human classification decisions, we evaluated ViT-22B fine-tuned with different resolutions on out-of-distribution (OOD) datasets for which human comparison data is available via the model-vs-human toolbox. Cat or elephant? Car or clock?

Training 103

Training Train Model Arts 103

ASU Lodestar Center

MAY 16, 2012

This is absolutely a valuable metric, but I was curious how this data might vary if the list was based on organizations with the strongest social media presence.the ones we stand to learn the most from. For each of the six measured criteria, each organization is ranked in comparison to all other nonprofit organizations being evaluated.

Social Media 96

Social Media Web Media Social 96

Beth's Blog: How Nonprofits Can Use Social Media

MARCH 7, 2009

(I've definitely added that link to my social media metrics personal learning space ) She recently pointed to a blog post called " Ten Ways To Measure Social Media Success " by Chris Lake. A baseline is a measurement that you can use as a comparison to measure progress against a goal or do before/after comparisons.

Social Media 50

Social Media Media Social ROI 50

Google Research AI blog

JUNE 29, 2023

Method Parameter Size Plugable From Scratch Portable Plug-and-Play 860M* ✔️ ❌ ❌ ControlNet 430M* ✔️ ❌ ❌ T2I Adapter 77M ✔️ ✔️ ❌ MediaPipe Plugin 6M ✔️ ✔️ ✔️ Comparison of Plug-and-Play, ControlNet, T2I Adapter, and the MediaPipe diffusion plugin. * The evaluation dataset contains 5K human images. Base + ControlNet 6.51

Plugin 76

Plugin Images Generation Model 76

Google Research AI blog

JULY 11, 2023

Posted by Amir Yazdanbakhsh, Research Scientist, and Vijay Janapa Reddi, Visiting Researcher, Google Research Computer Architecture research has a long history of developing simulators and tools to evaluate and shape the design of computer systems. It comprises two main components: 1) the ArchGym environment and 2) the ArchGym agent.

Open Source 74

Open Source Design Open Learning 74

DataRobot

MAY 26, 2022

Further, we will discuss how DataRobot is able to help streamline this process, by providing various diagnostic tools aimed at thoroughly evaluating a model’s performance prior to placing it into production. One approach is to assess the importance of the input variables in the model, and evaluate its impact on the outcome being predicted.

Model 52

Model Metrics Technique Evaluation 52

Everyaction

MAY 30, 2018

Because of these principles, the process of evaluating and deciding on investments such as technology tools can be difficult for many nonprofits, because it requires a complicated process of weighing short term costs with long term benefits, while keeping multiple stakeholders happy. Get it all in front of you.

Technology 49

Technology Nonprofit Comparison Evaluation 49

Beth's Blog: How Nonprofits Can Use Social Media

SEPTEMBER 4, 2009

Lucy Bernholz, moderating, said that metrics are the carbon in the ecosystem and the oxygen is the policy frame. People are open sourcing their metrics, and building taxonomy. To get the market from niche to mainstream people are working on taxonomy, metrics and peer and trend ratings. Lagging indicators -.

Taxonomy 61

Taxonomy Metrics San Francisco Foundation 61

Bloomerang

APRIL 12, 2022

Similar to the engagement meter, a generosity score also provides an at-a-glance view of an important supporter metric. Fundraising metrics. Your dashboard can provide insight into your most important fundraising metrics. This will help you make direct comparisons after you’ve received a demo of each. Blackbaud eTapestry.

Donor 118

Donor Software Management Guide 118

Beth's Blog: How Nonprofits Can Use Social Media

DECEMBER 3, 2008

The holy grail metrics is missing? Twist analyzes and presents trend comparisons and volume between keywords and tags. The big point is that successful efforts just don't happen on Twitter - it takes social capital, strategy, and the right metrics to track and evaluate what worked and what didn't.

Donation 50

Donation Organization Stats Tanzania 50

The AI Alignment Forum

MARCH 21, 2025

Argument for interpretability automation I focus on the claim that interpretability will likely be automated by training against robust downstream metrics which use interpretability methods. Such AI must roughly perform on par with scaling lab research scientists when evaluated on well-scoped person-month tasks.

Case Study 52

Case Study Studies Method Evaluation 52

Google Research AI blog

DECEMBER 21, 2022

Fidelity Results The fidelity metrics focus on the quality of synthetically generated data by measuring the realisticness of the synthetic data. We evaluate the fidelity of synthetic data in terms of multiple quantitative and qualitative analyses. We observe that the privacy metrics are very close to the ideal in all cases.

Generation 52

Generation Training Train Statistics 52

Forum One

APRIL 23, 2024

Just as you’ve finally settled into the shift from Universal Analytics (UA) to Google Analytics 4 (GA4) and started to get a handle on its new metrics, Google has yet another deadline for organizations to meet. By exporting data, users can maintain access to historical comparisons and enable future analysis.

Analytics 71

Analytics University Data Google 71

Fast Company Tech

FEBRUARY 27, 2025

For comparison, Apples iOS operates on more than 2 billion active devices worldwide, including more than 1.5 Pahlka has done work with Stanfords Regulation, Evaluation, and Governance Lab ( RegLab ), which is studying the development of LLMs that specialize in swimming through years of policies, guidelines, and regulations.

System 77

System Build Proposal Newsletter 77

Google Research AI blog

FEBRUARY 10, 2023

As an example, for graphs with 10T edges, we demonstrate ~100-fold improvements in pairwise similarity comparisons and significant running time speedups with negligible quality loss. We had previously applied this idea to develop massively parallel algorithms for metric , and minimum-size clustering.

Research 110

Research Google Technique Model 110

Gyrus

AUGUST 26, 2024

We’ll cover everything from understanding the role of an LMS in compliance training to evaluating different LMS options.  We’ll also touch on planning and executing a successful LMS implementation. One effective way to do this is by creating a comparison chart or matrix.

Train 52

Train Training Guide Evaluation 52

Gyrus

AUGUST 26, 2024

We’ll cover everything from understanding the role of an LMS in compliance training to evaluating different LMS options.  We’ll also touch on planning and executing a successful LMS implementation. One effective way to do this is by creating a comparison chart or matrix.

Train 52

Train Training Guide Evaluation 52

Candid

MAY 4, 2023

It also seeks to provide a common baseline of the diversity of the field, as well as ensure that demographic data is available to those who can make use of it to evaluate their programs and assess progress around equity. iv In comparison, the sharing rate for all other staffing levels is below 60%.

Demographics 98

Demographics Share Data Nonprofit 98

Zen and the Art of Nonprofit Technology

SEPTEMBER 17, 2007

to care a whole lot about how many hits they got in comparison to similar (or different) organizations. It wasn’t meant as a statement about what I think about whether or not web stats are a useful metric of much. Other metrics we look at include: What are our sign-ups for our newsletter? David 4 Kivi Miller 09.18.07

Stats 100

Stats Web Statistics NTEN 100

The Verge

NOVEMBER 30, 2021

By many metrics, this has been a banner year for Twitter. But Twitter is publicly traded, and its slow growth (particularly in comparison to the behemoth Facebook) has long rankled investors. Elliott wins in the end? The two questions you want to ask when a CEO steps down are: why now? And what next? Let’s start with the first one.

Twitter 117

Twitter Companies Product Public 117

DataRobot

JULY 28, 2022

In addition to the accuracy of the models we built, we had to consider business metrics, cost, interpretability, and suitability for ongoing operations. Ultimately, the evaluation is based on whether or not the model delivers success to the customers’ business. Comparison before and after Kalman filter processing.

Skills 72

Skills Practice Data Business 72

TechCrunch

SEPTEMBER 14, 2021

“Of course,” he notes, “self-evaluation is hard, especially when you’re asking someone else to pay you for something you’ve created.” He breaks down the value of Afterpay, Paidy and Klarna using a simple metric: What would you pay for $1 of BNPL GMV? ” 3 keys to pricing early-stage SaaS products.

Asia 79

Asia Images Paypal India 79

Google Research AI blog

DECEMBER 6, 2022

A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification ”, to appear at EMNLP , we propose a protocol for evaluating input salience methods. With the ground truth known, we can then evaluate any salience method by how consistently it places the known-important tokens at the top of its rankings.

Method 52

Method Training Train Model 52

CauseVox

APRIL 29, 2021

It’s a time to focus on evaluating what fundraising approaches from 2020 worked and be honest about what didn’t pan out as planned. So, after you’ve mapped out your goals, the next step we recommend taking involves “looking backwards” to critically evaluate the fundraising activities of your previous year. And by what time frame?

Calendar 98

Calendar Template Fundraising Guide 98

Towards Data Science

DECEMBER 1, 2023

In this post, I point to several problems with the way we currently evaluate ANN indexes and suggest a new type of evaluation. The standard way to evaluate ANN indexes is to use a static workload benchmark , which consists of a fixed dataset and a fixed query set. Completeness: insert and delete operations are also evaluated.

Benchmark 52

Benchmark Database Stream API 52

Tableau

AUGUST 30, 2022

Workbook Optimizer evaluates content against best practices and gives actionable recommendations for improving performance. Beyond traditional workbooks, your users can also leverage Metrics , a content type designed specifically for mobile. Improve load times and performance with Workbook Optimizer and View Acceleration.

Mobile 52

Mobile Product Business Content 52

Tableau

AUGUST 30, 2022

Workbook Optimizer evaluates content against best practices and gives actionable recommendations for improving performance. Beyond traditional workbooks, your users can also leverage Metrics , a content type designed specifically for mobile. Improve load times and performance with Workbook Optimizer and View Acceleration.

Mobile 52

Mobile Product Business Content 52

sgEngage

JANUARY 29, 2025

Evaluate your websites revenue and costs holistically to determine the current return on various investments made to build and improve the site. Your websites donation page conversion rate is among the most important metrics to track when evaluating your nonprofit websites ROI. Track key metrics.

ROI 52

ROI Websites Donation Drupal 52

Beth's Blog: How Nonprofits Can Use Social Media

FEBRUARY 21, 2009

After you've been able to use metrics to learn what works and adapt your approach, you can use a traditional approach which begins with defining value and culminates with a financial calculation that could go something like this. It uses metrics to measure your results and help you improve your strategy over time. Defined Audience.

ROI 50

ROI Social Media Slides NTEN 50

DataRobot

MAY 10, 2022

The regulatory guidance presented in these documents laid the foundation for evaluating and managing model risk for financial institutions across the United States. Comparison with alternative theories and approaches is a fundamental component of a sound modeling process.

Model 64

Model Develop Technique Data 64

TechCrunch

MARCH 22, 2022

The evaluation of these metrics is a non-trivial process I’m not equipped to do, but truthfully either one would be a game-changing upgrade for a phone. That leads to the company’s claim of having 11 times the “imaging area” of an iPhone. Bigger, brighter and a bit weirder. Image Credits: Glass.

Camera 98

Camera Images Ratio Phone 98