mhurhangee/ep-ind-claims huggingface dataset:
A computer-implemented method to manage machine-learned models, the method comprising: obtaining, by a user computing device and from a server computing device, a plurality of machine-learned models, wherein the user computing device is a client computing device; evaluating, by the user computing device, at least one performance metric for each of the plurality of machine-learned models, wherein the at least one performance metric for each machine-learned model is evaluated relative to data that is stored and logged locally at the user computing device; reporting, by the user computing device, one or more of the performance metrics evaluated for the plurality of machine-learned models to the server computing device; determining, by the user computing device, a selection of a first machine-learned model from the plurality of machine-learned models based at least in part on the performance metrics respectively evaluated for the plurality of machine-learned models; using, by the user computing device, the selected first machine-learned model to obtain one or more predictions; and outputting the one or more predictions; wherein evaluating, by the user computing device, the at least one performance metric for each of the plurality of machine- learned models comprises using, by the user computing device, historical data that was previously logged at the user computing device and which has not been uploaded for storage at a server to evaluate the at least one performance metric for each of the plurality of machine-learned models. obtaining, by a user computing device and from a server computing device, a plurality of machine-learned models, wherein the user computing device is a client computing device; evaluating, by the user computing device, at least one performance metric for each of the plurality of machine-learned models, wherein the at least one performance metric for each machine-learned model is evaluated relative to data that is stored and logged locally at the user computing device; reporting, by the user computing device, one or more of the performance metrics evaluated for the plurality of machine-learned models to the server computing device; determining, by the user computing device, a selection of a first machine-learned model from the plurality of machine-learned models based at least in part on the performance metrics respectively evaluated for the plurality of machine-learned models; using, by the user computing device, the selected first machine-learned model to obtain one or more predictions; and outputting the one or more predictions; wherein evaluating, by the user computing device, the at least one performance metric for each of the plurality of machine- learned models comprises using, by the user computing device, historical data that was previously logged at the user computing device and which has not been uploaded for storage at a server to evaluate the at least one performance metric for each of the plurality of machine-learned models.
A method of transferring beads in a fluidic chip comprising an internal fluid circuit through which various reactants, in which at least one of the reactants are beads, may be moved by use of centrifugal force, the method comprises the steps of: a) providing beads having a density equal to, or lower than, m1 (volumetric mass density of solid material) in a section (7, 15) of the fluid circuit, the section comprising at least a first outlet (16, 13); b) providing a first liquid medium to the section, the liquid medium having a density d2, such that d2>m1; and c) applying a centrifugal force such that the beads migrate in the opposite direction of the centrifugal force. a) providing beads having a density equal to, or lower than, m1 (volumetric mass density of solid material) in a section (7, 15) of the fluid circuit, the section comprising at least a first outlet (16, 13); b) providing a first liquid medium to the section, the liquid medium having a density d2, such that d2>m1; and c) applying a centrifugal force such that the beads migrate in the opposite direction of the centrifugal force.
A method for coating large-scale glass substrates, the method comprising the following steps: a) applying a water-soluble layer to at least a first predetermined region of the surface of a glass substrate, wherein at least a second predetermined region of the surface of the glass substrate remains free of the water-soluble layer; b) coating the surface of the glass substrate with at least one non-water-soluble layer; c) removing the water-soluble layer, whereby steps a) to c) are carried out several times in succession. a) applying a water-soluble layer to at least a first predetermined region of the surface of a glass substrate, wherein at least a second predetermined region of the surface of the glass substrate remains free of the water-soluble layer; b) coating the surface of the glass substrate with at least one non-water-soluble layer; c) removing the water-soluble layer,
A pneumatic off-road motorcycle tire comprising: a tread portion provided with a directional tread pattern having an intended tire rotational direction X, the tread pattern comprising crown blocks disposed on the tire equator C, and middle blocks disposed on each side in the tire axial direction of the crown blocks, each crown block comprising a main portion having an axially long shape such that the dimension in the tire axial direction is larger than the dimension in the tire circumferential direction, and a protruding portion protruding from a central part in the tire axial direction of the main portion toward the opposite direction of the intended tire rotational direction X, characterized in that all of the crown blocks and middle blocks in the tread portion are grouped into a plurality of block groups Y each consisting of one crown block and two axially adjacent middle blocks disposed one on each side of the crown block, in each of the block groups Y, the center of gravity P1 of the crown block is positioned on the toe-side in the intended tire rotational direction X of each of the two middle blocks, and the center of gravity P2 of each of the two middle blocks is positioned on the heel-side in the intended tire rotational direction X of the crown block. a tread portion provided with a directional tread pattern having an intended tire rotational direction X, the tread pattern comprising crown blocks disposed on the tire equator C, and middle blocks disposed on each side in the tire axial direction of the crown blocks, each crown block comprising a main portion having an axially long shape such that the dimension in the tire axial direction is larger than the dimension in the tire circumferential direction, and a protruding portion protruding from a central part in the tire axial direction of the main portion toward the opposite direction of the intended tire rotational direction X, characterized in that all of the crown blocks and middle blocks in the tread portion are grouped into a plurality of block groups Y each consisting of one crown block and two axially adjacent middle blocks disposed one on each side of the crown block, in each of the block groups Y, the center of gravity P1 of the crown block is positioned on the toe-side in the intended tire rotational direction X of each of the two middle blocks, and the center of gravity P2 of each of the two middle blocks is positioned on the heel-side in the intended tire rotational direction X of the crown block.
A method for forming on a substrate (108; 214) a pattern of a material, the method comprising: providing a material layer on a surface of an intermediate carrier (100, 124) by liquid electrophotographic printing; applying an adhesive layer onto the material layer provided on the intermediate carrier (100, 124) by liquid electrophotographic printing (S104, S106) a liquid electro photographic ink on the material layer, wherein at least one of the material layer or the liquid electro photographic ink comprises a pattern corresponding to the pattern to be formed on the substrate (108; 214); heating up the adhesive layer provided on the material layer so that the adhesive layer acts as a glue; and transferring the material layer to the substrate (108; 214) with the heated adhesive layer fixing the material layer to a surface (110; 216) of the substrate (108; 214). providing a material layer on a surface of an intermediate carrier (100, 124) by liquid electrophotographic printing; applying an adhesive layer onto the material layer provided on the intermediate carrier (100, 124) by liquid electrophotographic printing (S104, S106) a liquid electro photographic ink on the material layer, wherein at least one of the material layer or the liquid electro photographic ink comprises a pattern corresponding to the pattern to be formed on the substrate (108; 214); heating up the adhesive layer provided on the material layer so that the adhesive layer acts as a glue; and transferring the material layer to the substrate (108; 214) with the heated adhesive layer fixing the material layer to a surface (110; 216) of the substrate (108; 214).
Transdermal composition for use in the treatment of an inflammatory skin disorder, disease or condition in a subject, the transdermal composition comprising: an active agent comprising dihydroeugenol or salts thereof, wherein the active agent is present in the range about 0.1% to about 10% by weight of the transdermal composition; and the remainder of the transdermal composition being an aqueous, aqueous mixed or non-aqueous pharmaceutically-acceptable carrier or vehicle in which the active agent is suspended or dissolved, wherein the pharmaceutically-acceptable carrier or vehicle is effective in carrying or enabling passage of the active agent into the epidermis or dermis of the skin of the subject where the active agent has its effect on the inflammatory skin disorder, disease or condition and wherein the inflammatory skin disorder, disease, or condition of the subject is at least one of inflammation, rosacea, allergic contact dermatitis, irritant contact dermatitis, seborrheic dermatitis, radiation dermatitis, erythema, psoriasis, atopic dermatitis, eczemas, actinic keratosis, acne, scarring and alopecia areata. an active agent comprising dihydroeugenol or salts thereof, wherein the active agent is present in the range about 0.1% to about 10% by weight of the transdermal composition; and the remainder of the transdermal composition being an aqueous, aqueous mixed or non-aqueous pharmaceutically-acceptable carrier or vehicle in which the active agent is suspended or dissolved, wherein the pharmaceutically-acceptable carrier or vehicle is effective in carrying or enabling passage of the active agent into the epidermis or dermis of the skin of the subject where the active agent has its effect on the inflammatory skin disorder, disease or condition and wherein the inflammatory skin disorder, disease, or condition of the subject is at least one of inflammation, rosacea, allergic contact dermatitis, irritant contact dermatitis, seborrheic dermatitis, radiation dermatitis, erythema, psoriasis, atopic dermatitis, eczemas, actinic keratosis, acne, scarring and alopecia areata.
A method for manufacturing a security document from a document comprising a pattern generation method with the following steps: - selecting a bounding region in the document, an image object (IMGv); a raster image (IMGR); and - cutting the image object (IMGv) in P image object partitions (PAR V,1,..., PAR V,P); and - selecting a task (TSK(p, x 1, x 2,... x N)) comprising a sequence of image transformations (IMT1,..., IMTM) wherein minimum one of its image transformations depends on input parameters of the task; and - repeating the image object (IMG V) as a pattern in the bounding region; and - determining for each image object (IMG V) from the pattern a position area in the bounding region; and a set of values ([v 1, v 2,.. v N]) from the pixels in the raster image (IMG R) at the position area relative to the raster image (IMGR); and transforming each of its image object partitions (PAR V,1,..., PAR V,P) by the task (TSK(p, x 1, x 2,... x N)) with the determined set of values ([v 1, v 2,.. v N]) as input value of the task; characterized in that an image transformation from the sequence of image transformations (IMT 1,..., IMT M) is rotation, translation, reflection, line thickness transformation or dashed line transformation. - selecting a bounding region in the document, an image object (IMGv); a raster image (IMGR); and - cutting the image object (IMGv) in P image object partitions (PAR V,1,..., PAR V,P); and - selecting a task (TSK(p, x 1, x 2,... x N)) comprising a sequence of image transformations (IMT1,..., IMTM) wherein minimum one of its image transformations depends on input parameters of the task; and - repeating the image object (IMG V) as a pattern in the bounding region; and - determining for each image object (IMG V) from the pattern a position area in the bounding region; and a set of values ([v 1, v 2,.. v N]) from the pixels in the raster image (IMG R) at the position area relative to the raster image (IMGR); and transforming each of its image object partitions (PAR V,1,..., PAR V,P) by the task (TSK(p, x 1, x 2,... x N)) with the determined set of values ([v 1, v 2,.. v N]) as input value of the task; characterized in that an image transformation from the sequence of image transformations (IMT 1,..., IMT M) is rotation, translation, reflection, line thickness transformation or dashed line transformation.
A fibrous structure comprising a plurality of water-soluble fibrous elements and one or more active agent-containing particles present within the fibrous structure; wherein the fibrous elements comprise one or more filaments; wherein at least one fibrous element comprises one or more filament-forming materials; wherein the active agent-containing particles comprise water-soluble, active agent-containing particles; and wherein at least one of the water-soluble, active agent-containing particles is present as a discrete particle within the fibrous structure; wherein formation of the fibrous structure comprises combining the one or more active agent-containing particles in direct contact with the plurality of water-soluble fibrous elements.
A work vehicle comprising: an engine; a hydrostatic transmission including a traveling pump driven by the engine, a hydraulic circuit including a first drive circuit and a second drive circuit, the hydraulic circuit connected to the traveling pump, and a traveling motor connected to the traveling pump via the hydraulic circuit, a closed circuit being formed by the traveling pump, the first drive circuit, the second drive circuit, and the traveling motor; a storage device storing leakage flow rate data defining a relationship between a differential pressure of hydraulic fluid between the first drive circuit and the second drive circuit and a leakage flow rate of the hydraulic fluid in the hydraulic circuit in stalling; and a controller in communication with the storage device, the controller being configured to determine a target traction force of the vehicle, determine a target differential pressure that is a target value of the differential pressure from the target traction force, determine the leakage flow rate from the target differential pressure with reference to the leakage flow rate data, and determine a target flow rate of the traveling pump from the leakage flow rate; an engine; a hydrostatic transmission including a traveling pump driven by the engine, a hydraulic circuit including a first drive circuit and a second drive circuit, the hydraulic circuit connected to the traveling pump, and a traveling motor connected to the traveling pump via the hydraulic circuit, a closed circuit being formed by the traveling pump, the first drive circuit, the second drive circuit, and the traveling motor; a storage device storing leakage flow rate data defining a relationship between a differential pressure of hydraulic fluid between the first drive circuit and the second drive circuit and a leakage flow rate of the hydraulic fluid in the hydraulic circuit in stalling; and a controller in communication with the storage device, the controller being configured to determine a target traction force of the vehicle, determine a target differential pressure that is a target value of the differential pressure from the target traction force, determine the leakage flow rate from the target differential pressure with reference to the leakage flow rate data, and determine a target flow rate of the traveling pump from the leakage flow rate; determine a target traction force of the vehicle, determine a target differential pressure that is a target value of the differential pressure from the target traction force, determine the leakage flow rate from the target differential pressure with reference to the leakage flow rate data, and determine a target flow rate of the traveling pump from the leakage flow rate;
A sensing device comprising: a rotor; and a stator in which the rotor is disposed, wherein the stator includes stator teeth and a stator body, the stator teeth include first stator teeth and second stator teeth, the second stator teeth being disposed at a radial distance from a center of the stator that is smaller than a radial distance between the first stator teeth and said center of the stator, at least one of the first stator teeth and the second stator teeth includes tips protruding toward a central shaft of the stator, and the tips are disposed on one surface of the stator body. a rotor; and a stator in which the rotor is disposed, wherein the stator includes stator teeth and a stator body, the stator teeth include first stator teeth and second stator teeth, the second stator teeth being disposed at a radial distance from a center of the stator that is smaller than a radial distance between the first stator teeth and said center of the stator, at least one of the first stator teeth and the second stator teeth includes tips protruding toward a central shaft of the stator, and the tips are disposed on one surface of the stator body.
A method in a mobile station (110, 200) connected to a first cell, the method comprising: determining, using one or more processors, whether or not the mobile station is allowed to access a potential reestablishment cell (140, 150); based on the mobile station being allowed to access the potential reestablishment cell, receiving, at the mobile station and using the one or more processors, an assignment of a random access preamble and a random access response identifier from the first cell, the random access preamble being dedicated for use in the potential reestablishment cell, and maintaining the connection to the first cell after receiving the assignment of the random access preamble and the random access response identifier; determining, using the one or more processors, that a radio link failure of the connection to the first cell has occurred after receiving the assignment of the random access preamble and the random access response identifier; transmitting (560, 660, 760), using the one or more processors, the random access preamble to the potential reestablishment cell in response to determining that the radio link failure of the connection to the first cell has occurred; and receiving (575, 675, 775), from the potential reestablishment cell, a random access response message identified by the random access response identifier. determining, using one or more processors, whether or not the mobile station is allowed to access a potential reestablishment cell (140, 150); based on the mobile station being allowed to access the potential reestablishment cell, receiving, at the mobile station and using the one or more processors, an assignment of a random access preamble and a random access response identifier from the first cell, the random access preamble being dedicated for use in the potential reestablishment cell, and maintaining the connection to the first cell after receiving the assignment of the random access preamble and the random access response identifier; determining, using the one or more processors, that a radio link failure of the connection to the first cell has occurred after receiving the assignment of the random access preamble and the random access response identifier; transmitting (560, 660, 760), using the one or more processors, the random access preamble to the potential reestablishment cell in response to determining that the radio link failure of the connection to the first cell has occurred; and receiving (575, 675, 775), from the potential reestablishment cell, a random access response message identified by the random access response identifier.
A spherical aberration correction decelerating lens, which corrects a spherical aberration occurring in an electron beam or an ion beam (hereinafter, referred to as "beam") emitted from a predetermined object plane position with a certain divergence angle, said spherical aberration correction decelerating lens comprising at least three electrodes (EL1, EL2, EL3, ELn) and a single mesh, each electrode being constituted of a surface of a solid of revolution whose central axis coincides with an optical axis and each of which receives an intentionally set voltage applied by an external power supply being comprised by the sperical aberration correction deceleration lens, wherein one of the electrodes includes said single mesh which has a concaved shape opposite to the object plane and which is constituted of a surface of a solid of revolution so that a central axis of the concaved shape coincides with the optical axis, and the spherical aberration correction decelerating lens being adapted to form,in use, a decelerating convergence field for converging the beam emitted from the object plane onto an image plane while decelerating the beam, wherein the voltage applied to each of the electrodes causes the beam to be decelerated and causes formation of only the decelerating convergence field for correcting the spherical aberration occurring in the beam, and the mesh is constituted of a spheroidal surface whose central axis coincides with the optical axis, and wherein wherein a) a ratio of a major axis (a) to a minor (b) in the mesh, b) a length (L1, L2) of each electrode, c) a distance from the predetermined object plane position to the mesh, and d) the voltage applied to said each electrode are such that an acceptance angle of the spherical aberration correction decelerating lens for said beam is within a range from ±50° to ±60°. a) a ratio of a major axis (a) to a minor (b) in the mesh, b) a length (L1, L2) of each electrode, c) a distance from the predetermined object plane position to the mesh, and d) the voltage applied to said each electrode are such that an acceptance angle of the spherical aberration correction decelerating lens for said beam is within a range from ±50° to ±60°.