ofsted risk assessment template is a ofsted risk assessment sample that gives infomration on ofsted risk assessment design and format. when designing ofsted risk assessment example, it is important to consider ofsted risk assessment template style, design, color and theme. where we have identified any third party copyright information you will need to obtain permission from the copyright holders concerned. we use risk assessment to make sure our approach to inspection is proportionate and to focus our efforts where they can have the greatest impact. schools at greater risk of decline are more likely to receive a graded inspection. we use ‘supervised machine learning’ to predict the probability of a good school declining to ‘less than good’ at its next inspection. we use this to train the machine learning model to distinguish between unknown items.
ofsted risk assessment format
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to develop the machine learning model, we use a training dataset that includes inspection outcomes from the previous academic year. the machine learning model ‘learns’ from the training dataset, creating a series of decision trees to classify schools into those that are more likely to decline to ‘less than good’ and those more likely to remain good or improve to outstanding. once the model is trained, we apply the latest school performance and contextual data to create risk scores. schools with fewer than 11 pupils at the relevant key stage are also not included in stage 1 of the risk assessment. before finalising their selection, they also consider: for further information on how schools are selected for inspection and the timing of inspections, please refer to the school inspection handbook. it will take only 2 minutes to fill in.