The Verge

MARCH 18, 2022

That information is then compiled into a new dashboard that aggregates sleep data over time. The Epworth Sleepiness Scale is a self-administered survey that’s commonly used by doctors and sleep clinics to evaluate a person’s daytime sleepiness. Of course, that also depends on how accurate the Withings Sleep’s metrics are.

PDF 115

PDF Method Aggregator Metrics 115

DataRobot

APRIL 20, 2021

Accuracy is a subset of model performance indicators that measure the model’s aggregated errors in different ways. 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.

Evaluation 52

Evaluation Open Source Model Metrics 52

Saleforce Nonprofit

OCTOBER 16, 2023

Fundraisers can see aggregated program data defined by their metrics in real time. In order to update funders and donors on the outcome of their gifts, fundraisers can select specific programs and have access to aggregated data to report back without waiting for program managers’ reports or the end of a program summary.

Impact 69

Impact Measure Evaluation Management 69

Google Research AI blog

MAY 23, 2023

For example, we compared the model performance for datasets with a single reviewer comment per file to datasets with multiple comments per file, and experimented with classifiers to clean up the training data based on a small, curated dataset to choose the model with the best offline precision and recall metrics. 3-way-merge UX in IDE.

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Comment Review Model Authoring 140

TechCrunch

NOVEMBER 23, 2021

And which benchmarks can they use to evaluate their performance? We also reached out to Dale Chang, operating partner at Scale Venture Partners, which aggregates data of its own via its Scale Studio ; and to Matt Cohen from Canadian VC firm Ripple Ventures.

Change 85

Change Benchmark Metrics Chart 85

Saleforce Nonprofit

MARCH 3, 2022

Shift to data modeling with aggregate, cross-channel data. Relying on analytics solutions that ingest aggregated data from across channels and model conversions with approaches such as MMM (marketing mix modeling) provide for more privacy-durable solutions to directionally understand campaign attribution and marketing impact.

Action 105

Action Change Measure Metrics 105

TechCrunch

JUNE 1, 2022

With a case management-based integrated platform, SureImpact’s SaaS platform allows both the organization and its funders to clearly understand key impact metrics and ROI — in real time and with less demand on nonprofits. ” The company says it developed the product with 10 paid beta customers, paying $15,000 annually.

Columbus 74

Columbus Ohio Metrics Aggregator 74

TechCrunch

OCTOBER 18, 2022

It integrates with 200 business tools, including Salesforce, Netsuite, Quickbooks, Workday and Looker, and delivers a “system of metrics” in simple formulas to help companies create financial models and visualizations. During his six years at the firm, Goel evaluated hundreds of SaaS companies and served on many of their boards.

Map 94

Map Business Google Metrics 94

DataRobot

JULY 21, 2022

Data scientists need to understand the business problem and the project scope to assess feasibility, set expectations, define metrics, and design project blueprints. Outline clear metrics to measure success. Evaluate the computing resources and development environment that the data science team will need. debt to income ratio).

Project 98

Project Learning Aggregator Model 98

Care2

MAY 18, 2011

Start with Metrics. When building a campaign and exploring your options for the structure, actions and engagement pieces, look first at your organizational metrics. How do you evaluate your programs and services? How do you evaluate your programs and services? What do you measure every day, week, month, year?

Campaign 73

Campaign Impact Design Metrics 73

TechCrunch

JANUARY 19, 2021

“One of the most commonly used paradigms for evaluating machine learning models is just aggregate metrics, like accuracy. That makes them inflexible, though, since these models were optimized for accuracy in a lab setting, not for robustness in the real world. ” Image Credits: LatticeFlow.

System 100

System Build Raise Help 100

Beth's Blog: How Nonprofits Can Use Social Media

JULY 22, 2014

In development are even more advanced devices capable of continuously monitoring such key metrics as blood oxygen, glucose levels, and even stress. ” Is there the potential for greater good from aggregating and analyzing our collective fitbit and other personal health data?

Data 118

Data Social Network Research Track 118

Beth's Blog: How Nonprofits Can Use Social Media

JANUARY 23, 2009

You may also want to improve your organization's reputation as an expert by being consistently involved in discussions on topics or aggregating information that are relevant to your organization. What hard data points or metrics will you use to track your objectives? Measurement. How often will you track? Experiment. Rinse, repeat.

Social Media 107

Social Media Map Strategy Media 107

TechCrunch

NOVEMBER 1, 2020

Besides an infusion of capital (which is often 2-3x the aggregate capital a company may have raised since its inception), this “stamp of approval” lends credibility to a small company that is trying to hire talent, sell to customers, and, in most cases, raise substantial subsequent capital.

Marketing 94

Marketing Fund Survey Virtual 94

Forum One

JULY 15, 2021

This allows you to successfully test and evaluate your personalization strategies and tactics. In an ideal world, organizations can be aggregating these data points to build a comprehensive marketing strategy; but in reality, most organizations aren’t fully utilizing basic data sources to make informed decisions about their marketing.

Personal 107

Personal Demographics Analytics Social Media 107

Forum One

MARCH 6, 2009

Last week at the Institute for Health Metrics and Evaluation a group of 23 folks who manage Global Health data met to talk about common issues and best practices. aggregation without losing an adequate degree of quality)? Who was there: The Institute for Health Metrics and Evaluation. Health Alliance International.

Seattle 52

Seattle Global Data Metrics 52

Beth's Blog: How Nonprofits Can Use Social Media

MARCH 7, 2009

I'm enjoying how Robin Broitman aggregate links about social media. 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. Photo by Caveman92223. Take her ROI and Measurement list.

Social Media 50

Social Media Media Social ROI 50

Beth's Blog: How Nonprofits Can Use Social Media

JUNE 25, 2009

It's where I grabbed the above slide show that offers a conceptual framework for strategy and metrics. Collaboration: refers to the idea that social media facilitates the aggregation of small individual actions into meaningful collective results. It's making me think of Gary Haye's Transmedia Storytelling and Co-Creation framework.

Social Media 50

Social Media ROI Media Social 50

DataRobot

SEPTEMBER 28, 2021

Evaluating bias is an important part of developing a model. After the models have been built, we can begin evaluating them using the Bias and Fairness insight. The Per-Class Bias tool tells us how each class within a Protected Feature performs on a number of different Fairness Metrics. Next we need to choose the Fairness Metric.

Model 52

Model Product Metrics Classes 52

TechCrunch

SEPTEMBER 23, 2022

Ponea Health is a multitiered marketplace that aggregates patients, healthcare and other service providers including those in the payment space. Besides, patients are also able to rate providers based on set metrics, helping rank physicians according to customer experience and satisfaction. seed funding.

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Accessibility Service Africa Nigeria 93

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

Connection Cafe

OCTOBER 6, 2014

It’s the largest and most comprehensive report of its kind, using data from nearly 800 Luminate Online customers to help you evaluate your overall strategies and performance in online fundraising. billion in 18 million transactions and sent 7.6 billion email messages. The average online donation was $91.70.

Benchmark 45

Benchmark Measure Org Online 45

Beth's Blog: How Nonprofits Can Use Social Media

DECEMBER 3, 2008

The holy grail metrics is missing? TwitLinks aggregates the latest links from the worlds top tech twitter users. 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

NTEN

AUGUST 31, 2010

It’s an old problem, made worse by the tantalizing potential that technology provides: how do you collect and aggregate quality data when you work in low resource areas? That means collecting the data at the source, aggregating the data, verifying the data, creating meaningful reports, and analyzing the data for decision-making.

Resource 59

Resource Data Aggregator Wiki 59

Beth's Blog: How Nonprofits Can Use Social Media

JULY 24, 2012

We used to help us design the program, determine process outcomes, and help us evaluate participant’s progress. Use of counting metrics. The framework is a social media maturity of practice model called “Crawl, Walk, Run, Fly” Maturity of Social Media and is featured in my next book, Measuring the Networked Nonprofit.

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Network Strategy Learning Build 98

Towards Data Science

MARCH 2, 2024

The primary objective here is to establish a metric that can effectively measure the cleanliness level of a dataset, translating this concept into a concrete optimisation problem. and accuracy or overlap-based metrics for data repair tasks (see Automatic Data Repair: Are We Ready to Deploy?

Data 92

Data Student Issue Language 92

The AI Alignment Forum

MARCH 3, 2025

Our goal with the paper was to provide a single rigorous data point when evaluating the utility of SAEs. Originally multi-token based SAE aggregation probing seemed really promising, but when we implemented a stronger attention-probe based baseline, much of the gain disappeared. TLDR: Our results are now substantially more negative.

Work 52

Work Method Training Train 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. Metrics: Select quantitative measurements like Pageviews, New Users, or Conversions. 2021-01-31), relative dates (e.g.,

Analytics 71

Analytics University Data Google 71

Forum One

OCTOBER 7, 2010

We heard from Yaw Anokwa about his work on the Open Data Kit , an Android-based suite of tools for collecting, aggregating, and visualizing field information. We also heard from Peter Speyer of the Institute for Health Metrics and Evaluation about their work creating and disseminating health data from around the world.

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Seattle Global Wikipedia Discussion 45

TechCrunch

DECEMBER 10, 2021

The answer is yes, because the investor still needs to evaluate the deal as a potential source of return against other alternative investment opportunities, so long as the resulting valuation is fair to the entrepreneurs. It’s the potential multiple that matters, not whether we can apply traditional finance metrics to a startup.

Arts 85

Arts Method Technique Demonstration 85

Connection Cafe

MAY 24, 2013

More often that not, the response was that the necessary data is on page 14 of the 40 page report and it’s only used on a monthly basis despite being run weekly and then that data is aggregated with data from five other reports to achieve the end result. Take the time now to evaluate your reports. Are they being used efficiently?

Business 35

Business Data Metrics Aggregator 35

Beth's Blog: How Nonprofits Can Use Social Media

MARCH 14, 2009

And anxiously anticipating metrics that assign value even more; And my hopes have all the seeming of a marketer still dreaming, That my efforts not in vain, will yield intangibles and metrics all the same. And as a kicker to have a spot for aggregated info. DEFINE the METRICS. Say, let’s define our metrics.

ROI 77

ROI Social Media Slides Media 77

The NonProfit Times

APRIL 18, 2024

The top 50 organizations outperformed the also-rans on a variety of metrics, as they have in the 13 years this study has been conducted (not a surprise). Across the board within the 2021 study, which evaluated employee attitudes during 2020, the data revealed high-water marks in employee satisfaction.

Work 52

Work Data Aggregator Nonprofit 52

Google Research AI blog

FEBRUARY 28, 2023

Minerva incorporates recent prompting and evaluation techniques to better solve mathematical questions. Bazel GitHub Metrics A dataset with GitHub download counts of release artifacts from selected bazelbuild repositories. BEGIN V2 A benchmark dataset for evaluating dialog systems and natural language generation metrics.

Research 72

Research Community Google Open Source 72

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

Google Research AI blog

OCTOBER 25, 2022

Researchers around the world use Open Images to train and evaluate computer vision models. We aggregated the answers from different annotators over the same question and assigned a final “yes”, “no”, or “unsure” label to each annotated point. Then, human annotators spent an average of 1.1 seconds answering the yes or no questions.

Images 52

Images Open Classes License 52

NTEN

MAY 27, 2010

Our monitoring includes: Tweetdeck for iPhone Dual office monitors -- one for work, one for Tweetdeck "As it happens" Google Alerts for name, acronym, CEO's name An iGoogle dashboard aggregating web alerts Make your commenting policy known and fair. Test Kitchen : Having low-risk experiments using metrics are very important.

Social Media 62

Social Media Media Social Cancer 62