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lime.discretize module ... Must have model_regressor.coef_ and 'sample_weight' as a parameter to model_regressor.fit() Returns: intercept is a float. exp is a sorted list of tuples, where each tuple (x,y) corresponds to the feature id (x) and the local weight (y). The list is sorted by decreasing absolute value of y. score is the R^2 value ...
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8.3.2.2 Ball mills. The ball mill is a tumbling mill that uses steel balls as the grinding media. The length of the cylindrical shell is usually 1–1.5 times the shell diameter (Figure 8.11 ). The feed can be dry, with less than 3% moisture to minimize ball …
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Drum Mill TM 500. The Drum Mill TM 500 is a laboratory ball mill designed to grind large sample volumes up to 35 l. It accepts initial feed sizes of up to 20 mm and can achieve grind sizes down to 15 µm by friction and impact. Hard, brittle or fibrous samples are pulverized in the 150 l drum filled with 80 kg grinding balls.
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A grinding machine or grinder is an industrial power tool that uses an abrasive wheel for cutting or removing the m aterial. It is a process of metal cutting by using a rotating abrasive whee l from the surface of the workpiece. Generally, the grinding is finishing operation to show the high surface quality, accuracy of the shape and dimension.
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Local explanations mean that LIME gives explanations that are locally faithful within the surroundings or vicinity of the observation/sample being explained. Though LIME limits itself to supervised Machine Learning and Deep Learning models in its current state, it is one of the most popular and used XAI methods out there.
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LIME Step 3 – Create a concatenated list of all feature names which will be utilised by the LIME explainer in subsequent steps. LIME Step 4 – This is the 'magical' step that creates the explainer. The parameters used by the function are: X_train = Training set. feature_names = Concatenated list of all feature names.
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9.2 Local Surrogate (LIME). Local surrogate models are interpretable models that are used to explain individual predictions of black box machine learning models. Local interpretable model-agnostic explanations (LIME) 50 is a paper in which the authors propose a concrete implementation of local surrogate models. Surrogate models are trained to approximate the …
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A volume of 3.5 μl sample was applied to a glow-discharged Quantifoil Cu 1.2/1.3 grid, and blotted for 1 s using standard Vitrobot filter …
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The Lime is Kirkland's new go to spot. We love to entertain! Join us every Friday & Saturday for the "Lime Light" (our live music scene). Boogie on the dance floor to some of Seattle's top bands and we never make you pull out your wallet to enjoy the show.
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The heat evolution of sample QP(A) is completely different from that of sample GS(A), which is the lime-activated slag, but rather, it is more likely that the cement hydration was slowed (Fig. 5a). Upon mixing with water, the heat released due to the dissolution of raw materials, and thereafter, a distinct dormant period was formed.
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and sample containers in serial order to avoid any possibility of mixing up samples. Fill an appropriate amount of soil from the sample bag into the 'llynucruste sample grinder. Alter about 1 minute switch oft Fill the tine earth fraction which has passed into the receiver
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How to Collect a Sample. Areas cropped or fertilized differently or those with different soil types or textures should be sampled separately. For large areas, one soil sample should represent 10 acres or less. For home s, or ornamental beds, only one sample is required per uniform area. Use a soil auger, spade, or shovel.
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Maize flour was mixed with water at a ratio of 3: I with 0.3 percent lime added on the basis of maize weight. After mixing, the dough was passed through a double-drum dryer heated with steam at 15, 20 or 25 lb per square inch (1.05, 1.40 or 1.75 kg per cm2), 93, 99 and 104°C surface temperature and 2, 3 or 4 rpm.
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These tools include SHAP, Eli5, LIME, etc. Today, we will be dealing with LIME. In this article, I am going to explain LIME and how it makes interpreting your model easy in R. What is LIME? LIME stands for Local Interpretable Model-Agnostic Explanations.
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The RM 200 is suitable for the proper and reproducible sample preparation to analytical fineness. The sample grinder substitutes cumbersome hand mortars by a high performance drive with electronic control. The grinding set can be cooled and heated and is very easy to clean.
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A method is shown for producing food grade hydrated lime. A source of raw, hydrated lime is first passed through a classification step which divides the raw hydrated lime into a first fine stream and a first coarse stream. The first coarse stream is then passed to a grinder which produces a ground coarse product.
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Abstract The present work aimed at valorizing marine bivalve shells. First, clam, mussel, edible cockle, wedge, razor, oyster, dog cockle and scallop shells wastes were thoroughly characterised for their mineralogical, chemical and thermal properties. Then, the materials were calcined at 1000 °C, milled and sieved to lower than 0.250 mm. The obtained calcium oxide …
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Limestone crusher is a crushing machine which is mainly used to process all kinds of limestones into different shapes and sizes. Limestone jaw crusher Get Latest Price The jaw crusher is usually used as the limestone coarse crusher. It is suited for medium-size crushing of ore and bulk materials with a compressive strength of not more than 320Mpa.
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Get your yard in order by learning how to remove a tree stump, and beautify the rest of your outdoor space with our All About Outdoor Power playlist: https:/...
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OFX Elemental Analyzer with Free Lime channel Be in charge of your process with the combined power of XRD and XRF analysis. Exceptionally suited for clinker or cement quality control, the OFX combines an incorporated grinder with sample preparation robotics and measures directly Ca, Si, Al, Fe, S, Mg and separately reports FCaO. Read More
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Using grinder, fine powder was done from eggshell and ... of eggshell sample. Sweet lime powder contains 38% carbon, 5.5% hydrogen and 1.197% nitrogen present in 2.114 mg whereas Banana peel power ...
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Laval Lab, the one-stop specialist in Milling. For over 35 years Laval Lab Inc is the one-stop specialist for size reduction of all types of materials. We have the right crusher, pulveriser, grinder or mill for the laboratory to pilot plant sample processing. We serve all major industries such as mining and metallurgy, chemistry, pharmaceutical ...
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LIME is a python library that tries to solve for model interpretability by producing locally faithful explanations. Below is an example of one such explanation for a text classification problem. Example of an explanation by LIME for a binary classification model (atheism/Christian). The words (features) highlighted in blue support atheism.
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The goal of Part 2 is to familiarize readers with how to use the libraries in practice and how to interpret their output, helping them prepare to produce model explanations in their own work. We do this with side-by-side code comparisons of SHAP and LIME for four common Python models. The code below is a subset of a Jupyter notebook I created ...
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Excellent sample preparation is the foundation of high quality analytical results. For over 65 years SPEX® SamplePrep has been the leading sample preparation solutions provider to analytical scientists worldwide. Our range of high performance and easy to use mill, grinders, homogenizers, presses and fusion fluxers are used for a wide range of analytical techniques …
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lime saccharate); small quantities of soluble phosphate also may be added. The lime is added to neutralize the organic acids, and the temperature of the juice raised to about 95 EC (200 EF). A heavy precipitate forms which is separated from the juice in the clarifier. The insoluble particulate mass, called "mud", is separated
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Properties of Calcium Oxide. Quick lime is an amorphous white solid with a high melting point of 2600 °. It is a very stable compound and withstands high temperatures. In the presence of water, it forms slaked lime. This process is called the slaking of lime. CaO+H2O → Ca (OH)2.
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Micro Grinder Glas-Col No sharp edges Stainless steel construction Easy-to-use Sample is placed in mill cavity, the two mill halves are pressed together and rotated in opposite directions. Mill is durable and corrosion resistant. Clearance …
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12.2 General Guidance for Sample Preparation . Some general considerations during sample preparation are to minimize sample losses and to prevent contamination. Possible mechanisms for sample loss during preparation steps are discussed in Section 12.2.1, and the contamination of samples from sources in the laboratory is discussed in Section 12.2.2.
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Hence the sample has an SVI of: SVI = 290 mL L-1 2.93 g L-1 = 99 mL g-1 This result indicates a sludge with good settling properties. Typical SVI values for AS can be found between 50-400 mL g-1 where 50 mL g-1 indicates a sample with very good settleability and 400 mL g-1 a sample with poor settling properties.
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