In this post I give an overview of the theory, tools, frameworks and best practices I have found until now around the testing (and debugging) of machine learning applications. I will start by giving an overview of the specificities of testing machine learning applications.

Abstract Background: Antipsychotic-induced Weight Gain (AiWG) is a debilitating and common adverse effect of antipsychotics. AiWG negatively impacts life expectancy, quality of life, treatment adherence, likelihood of developing type-2 diabetes and readmission. Treatment of AiWG is currently challenging, …

Background: Observing and analyzing movement quality (MQ) in patients with non-specific low back pain (NS-LBP) is important in the clinical reasoning of primary care physiotherapists and exercise therapists. However, there is no standardized form of assessment. Research question: which MQ domains are …

Raspberries are high-valuable soft fruit for growers. But it is even more interesting for them to grow during wintertime when weather as in Portugal is still favorable, as the offer is low on the market and they can distinguish really easily and sell raspberries at high prices. ‘Sapphire’ is currently …

In 2013, the Joint Action Plan for Mental Health and Well-being (JA-MH-WB) was launched as a collaborative effort by the European Union and the 28 Member States. It aims were to build a framework for action mental health policy at the European level and builds on previous work developed under the European …

Purpose:Our aim was to develop consensus on the definition and operationalization of communicative participation (CP)in 2- to 8-year-old children with language disorders (LDs).A clear definition and operationalization can facilitate the discussion about children’s communication problems in daily life …

Background: Home care professionals regularly observe drug-related problems during home care provision. Problems related to the process of the medication therapy could involve discrepancies in medication prescriptions between the hospital discharge letter and the medication administration record lists …

‘Hel Peninsula’, a 34 km long narrow strip of land at the Polish coastline, is an artistry of nature that until the 18th century was an archipelago of islands. Kuznica is a special place in this microcosm. as the lowest located fishermen settlement. This touristic paradise, that will drown below the …

Due to a recent law from the Dutch cabinet (Actieplan Ammoniak) it is recently possible for pig farmers to sell their business to the state. In the Province of North Brabant, more than 300 farmers have subscribed for this rule, which means that many of the barns and farms will lose their purpose and …

Granite G682 is a yellow to pink color stone of the Precambrian period, the most famous yellow granite from China. I am from G682 granite town. I used to live in a village surrounded by stones. however, I never knew the beautiful and scary story behind it until I saw hundreds of abandoned quarries in …