Deep learning example with DeepExplainer (TensorFlow/Keras models) Deep SHAP is a high-speed approximation algorithm for SHAP values in deep learning models that builds on a connection withDeepLIFTdescribed in the SHAP NIPS paper. The implementation here differs from the original DeepLIFT by using a...
The Oracle Analytics Explain machine learning algorithm reviews the entire dataset for patterns and facts, and generates visualizations that you can use in your workbook. Using Auto Insights as the basis for the columns used by Explain, only the most interesting columns are reviewed in the data an...
The explain plan is produced by the parser. Once the access path has been decided upon it is stored in the library cache together with the statement itself. We store queries in the library cache based upon a hashed representation of that query. When looking for a statement in the library c...
The created decision tree can easily be visualized and thus the algorithm's results be compared and validated. Nonetheless, the approach and ismodel agnostic, which means any other model could be explained. This also includes such that are not inherently visualizable. ...
1619: Watson Medical Algorithm. In the explanation Colors of light for the electromagnetic spectrum, Ponytail as a doctor looks at a full body x-ray of Cueball and exclaims that ... It looks like your body is full of bones to which Cueball replies Oh no! Is there any cure? Well if...
The DNN model parameters are the steering angle generation algorithm in terms of hidden units and their associated parameters. Therefore, input-output relations cannot be described using the DNN structure alone. Get figure plot(dnnLKA) To explain the DNN model behavior, you can create and tune ...
The optimizer uses the smaller of the two tables or data sources to build a hash table, based on the join key, in memory. It then scans the larger table, and performs the same hashing algorithm on the join column(s). It then probes the previously built hash table for each value and ...
A value of 'TQ PUSHDOWN' indicates that the bit filter operation has been pushed down. This argument will not be included at all when the optimizer does not use a pushdown with the hash join. GREEDY TRUE Indicates whether the optimizer used a greedy algorithm to plan access. GLOBLOCK ...
There is a problem with this argument. What you have shown is that if there exists an algorithm A that solves the halting problem, then there is an algorithm B that solves the "all-input-halting-problem". However, the all-input-halting-problem is harder in the following sense: Given an...
The longest match number string dial-peer algorithm finds the dial-peer with the most numbers in a sequence that exactly match a sequence of numbers in a number string. This concept is clarified in the subsequent scenario. Scenario: Eligible dial-peers have been configured with t...