OpenLLM-France/wikimedia huggingface dataset:
# Cumulative accuracy profile

A cumulative accuracy profile (CAP) is a concept utilized in data science to visualize discrimination power. The CAP of a model represents the cumulative number of positive outcomes along the y-axis versus the corresponding cumulative number of a classifying parameter along the x-axis. The output is called a CAP curve. The CAP is distinct from the receiver operating characteristic (ROC) curve, which plots the true-positive rate against the false-positive rate.
CAPs are used in robustness evaluations of classification models.

## Analyzing a CAP

A cumulative accuracy profile can be used to evaluate a model by comparing the current curve to both the 'perfect' and a randomized curve. A good model will have a CAP between the perfect and random curves; the closer a model is to the perfect CAP, the better it is.
The accuracy ratio (AR) is defined as the ratio of the area between the model CAP and random CAP, and the area between the perfect CAP and random CAP. In a successful model, the AR has values between zero and one, and the higher the value is, the stronger the model.
The cumulative number of positive outcomes indicates a model's strength. For a successful model, this value should lie between 50% and 100% of the maximum, with a higher percentage for stronger models. In sporadic cases, the accuracy ratio can be negative. In this case, the model is performing worse than the random CAP.

## Applications

The cumulative accuracy profile (CAP) and ROC curve are both commonly used by banks and regulators to analyze the discriminatory ability of rating systems that evaluate credit risks. The CAP is also used by instructional design engineers to assess, retrain and rebuild instructional design models used in constructing courses, and by professors and school authorities for improved decision-making and managing educational resources more efficiently.
# Govindapoor

Govindapoor is a village and panchayat in Ranga Reddy district, AP, India. It falls under Parigi mandal.
# 2017 Chengdu Open

The 2017 Chengdu Open was a men's tennis tournament played on outdoor hard courts. It was the 2nd edition of the Chengdu Open and part of the ATP World Tour 250 series of the 2017 ATP World Tour. It took place at the Sichuan International Tennis Center in Chengdu, China, from September 25 to October 1.

## Singles main-draw entrants
### Seeds

| Country | Player | Rank$^1$ | Seed |
| AUT | Dominic Thiem | 7 | 1 |
| ESP | Albert Ramos Viñolas | 25 | 2 |
| RUS | Karen Khachanov | 32 | 3 |
| RUS | Andrey Rublev | 37 | 4 |
| JPN | Yūichi Sugita | 42 | 5 |
| GBR | Kyle Edmund | 45 | 6 |
| SRB | Viktor Troicki | 47 | 7 |
| ARG | Leonardo Mayer | 53 | 8 |
* $^1$ Rankings are as of September 18, 2017

### Other entrants

The following players received wildcards into the singles main draw:
* Wu Di
* Wu Yibing
* Mikael Ymer
The following player received entry as a special exempt:
* Peter Gojowczyk
The following players received entry from the qualifying draw:
* Taylor Fritz
* Adrián Menéndez Maceiras
* Mate Pavić
* Stefanos Tsitsipas

### Withdrawals
#### Before the tournament

* Adrian Mannarino →replaced by Dušan Lajović
* Jo-Wilfried Tsonga →replaced by Thiago Monteiro
* Fernando Verdasco →replaced by Bernard Tomic

### Retirements

* Mate Pavić

## Doubles main-draw entrants
### Seeds

| Country | Player | Country | Player | Rank$^1$ | Seed |
| AUT | Oliver Marach | CRO | Mate Pavić | 39 | 1 |
| CHI | Julio Peralta | NZL | Michael Venus | 49 | 2 |
| MEX | Santiago González | SRB | Nenad Zimonjić | 77 | 3 |
| GBR | Dominic Inglot | CAN | Daniel Nestor | 93 | 4 |
* $^1$ Rankings are as of September 18, 2017

### Other entrants

The following pairs received wildcards into the doubles main draw:
* Sun Fajing / Te Rigele
* Wu Di / Wu Yibing

## Champions
### Singles

* Denis Istomin def. Marcos Baghdatis, 3–2 ret.

### Doubles

* Jonathan Erlich / Aisam-ul-Haq Qureshi def. Marcus Daniell / Marcelo Demoliner, 6–3, 7–6$^{(7–3)}$
# Insurrection (O'Flaherty novel)

Insurrection is a 1950 novel by the Irish novelist Liam O'Flaherty. The story takes place during the Easter Rising in Dublin in 1916.

## Plot

The novel follows a diverse group of characters who are caught up in the events of the 1916 Easter Rising in Dublin. The group are dispatched to defend the main road from Dublin to Dún Laoghaire (Dublin's main port) from the expected arrival of British reinforcements. The novel explores each man's motivations, fears and hopes through the battles and violence which ensue. The principal characters are: The uneducated, slow-witted Bartly Madden; Kinsella, the disciplined commander of a small band of insurgents; Stapleton, an anarchist and would-be poet; and Tommy Colgan, a youth consumed by fear and self-doubt.

## Critical reception

Insurrection received generally positive reviews, although it was compared unfavourably to some of O'Flaherty's other work, such as The Informer and Famine. Kirkus Reviews described it as "A vigorous, penetrating study of organized rebellion beside which the Hemingway revolutionists are very cold potatoes." Writing in The Saturday Review, a U.S. literary magazine, Thomas Sugrue said, "Like the rebellion itself, the book is brief, sharp, blazing with action and lit by a radiance of idealism which softens the ugly reality with which it deals, while at the same time illuminating the ugliest of its details. It may well be the best thing O'Flaherty has done." The Irish monthly literary publication The Bell (1940–54) was more reserved: its (anonymous) reviewer said, "It might be said that only readers who know nothing of about Easter Week could get the best value out of Insurrection. But will even such readers take as a matter of course those brief passages in which Mr. O'Flaherty attempts to find philosophical meaning for the desperate act of violence by lifting particular events from the plane on which they have vividness at least to a plane where they are coloured clouds of abstraction?" John Hildebidle, in Five Irish Writers, was equally lukewarm. "In trying to make fiction out of what amounts to a theory of revolutionary history," Hildebidle wrote, "he [O'Flaherty] produces characters with none of the persuasive energy and substance of his earlier novels". The literary review website Goodreads gave Insurrection a 3.67 out of 5 rating.
# Itapemirim (bus company)

The Viação Itapemirim S.A. was a Brazilian passenger road transport company. It was founded by businessman, military veteran and later politician Camilo Cola [pt] (1923–2021) on July 4, 1953, in Cachoeiro de Itapemirim, Espírito Santo, Brazil. It was the largest road passenger transport business in Brazil and Latin America.
Due to financial difficulties and scandals involving the diversion of funds from the judicial reorganization to create ITA Transportes Aéreos, the company had a bankruptcy decree in court on September 21, 2022, after EXM Partners, responsible for the company's judicial reorganization, reported not having more chances for the group to recover financially.

## Structure

Viação Itapemirim is a group of companies operating in various sectors such as:
* Complex Pindobas (agricultural)
* Itabira (graphics and marketing)
* Network Flecha (Hotels and restaurants)
* Marbrasa (mining)
* Fiat Cola and Samadisa (vehicles and parts)
* MC Massad Cola (marketing and communication)
* Itabira (insurance)
* Sossai (Toyota vehicles and parts)
# Dr Bhimrao Ambedkar Stadium

Dr Ambedkar Stadium or District Stadium is a main stadium in city of Bijapur, Karanataka. The ground has four Ranji Trophy matches from 1969 to 1995 including one match for Mysore cricket team in 1969. The ground was also host for Ranji One Day Trophy between Karnataka cricket team and Hyderabad cricket team in 1995. The match international cricketers like Vijay Bharadwaj, Venkatapathy Raju, Anil Kumble, Sunil Joshi, Mohammad Azharuddin and Venkatesh Prasad. The ground is named after Dr Bhimrao Ambedkar.
# Gåsevadholm Castle

Gåsevadholm Castle is a castle on an island in the Rolfsån river in Halland, Sweden. Sir John Maclean, 1st Baronet was the Lord of Gåsevadholm.
# Firoza (disambiguation)

Firoza is a town in Punjab, Pakistan.
Firoza may also refer to:
* Firoza Begum (actress) (fl. 1930s), Jewish Indian actress
* Firoza Begum (singer) (1930–2014), Bangladeshi singer
* Firoza Zaman (fl. 1986), Bangladeshi politician
# Chambers, West Virginia

Chambers is an unincorporated community in Logan County, West Virginia, United States.
# Cynthia Jenks

Cynthia Jeanne Jenks is an American physical chemist whose research has involved the surface properties of silver and of quasicrystals, observed through scanning tunneling microscopy and photoelectron spectroscopy. She is associate laboratory director for physical sciences at the Oak Ridge National Laboratory.

## Education and career

Jenks majored in chemical engineering at the University of California, Los Angeles, graduating in 1986. She went to Columbia University for graduate study in chemistry, where she earned a master's degree in 1988, and completed her doctorate in 1992.
After postdoctoral research at Iowa State University she became a permanent research staff member at the Ames National Laboratory of the United States Department of Energy, located at Iowa State University, in 1995. In 2017 she moved from Ames to the Argonne National Laboratory as director of the Chemical Sciences and Engineering Division, and in 2021 she moved again to the Oak Ridge National Laboratory as associate laboratory director for physical sciences.

## Recognition

In 2011, Jenks was named as a Fellow of the American Association for the Advancement of Science, for "major discoveries about surfaces of aluminum-rich quasicrystals, for sustained scientific outreach, and leadership in scientific planning within the Ames Laboratory of the U.S. Department of Energy".
# Gracilancilla lindae

Gracilancilla lindae is a species of sea snail, a marine gastropod mollusk in the family Ancillariidae.

## Description

Original description: "Shell very thin and fragile, very elongated with extremely protracted spire; shell without shoulder, fusiform; aperture elongated, narrow; anterior one-fourth of shell with separate enameled area; protoconch extremely large in proportion to shell size, rounded, dome-like; color pale cream-white, highly polished; columella with 2 plications; interior of aperture pale cream-white."

## Distribution

Locus typicus: "Off Punto Fijo, Paraguana Peninsula,
Gulf of Venezuela, Venezuela."
# Alessa

Alessa is an Italian feminine given name, short for Alessandra an Italian version of Alexandra, and a surname in other languages. Notable people with the name include:
* Alessa Ries (born 1981), German swimmer
* Alessa-Catriona Pröpster (born 2001), German track cyclist
* Mohamed Mahmood Alessa (born 1989 or 1990), American criminal
# Insurgentes 300

Insurgentes 300, also known by its official original name, Condominio Insurgentes, or also as Edificio Canada, is a 19-floor commercial and residential building at Avenida de los Insurgentes 300, Colonia Roma, Mexico City. it is a work of noted Mexican architect Mario Pani.

## History

The building obtained its building permit in 1956, and opened in 1958, being one of the first tall condominiums in Mexico, with an elevator bank and a heliport. It was a prestigious address, and lawyers' and actors' offices were located there. The building's side carried the letters of the giant advertisement "CANADA".
In 1995, Judge Abraham Antonio Polo Uscanga (de) was assassinated here.
In 2006, plastic artist Ramiro Chávez made an exhibit with the letters from the "CANADA" advertisement once they were taken down, which was shown at the Museo Carrillo Gil.
After the March 2012 Guerrero–Oaxaca earthquake, the building was damaged and on August 17 of that year the Secretariat of Civil Protection of the Mexican Federal District ordered the complete evacuation of the building, which at the time still had 78 of its 420 offices occupied.
As of October 2013, some renovation and reinforcement work is going on in the building but it is not clear if these are enough to allow the building's reopening.
# Itoshii Hitoyo Good Night…

Itoshii Hitoyo Good Night... (愛しい人よGood Night..., "My Dearie, Good Night...") is the seventh single by B'z, released on October 24, 1990. This song is one of B'z many number-one singles in Oricon chart. The single was re-released in 2003, and re-entered at #12. It sold over 354,000 copies according to Oricon.
An edited version of the song plays over the opening credits of their video compilation Film Risky, while the B-side, a re-recorded version of "Guitar Kids Rhapsody" from their second album, Off the Lock, is one of the featured videos.

## Track listing

* Itoshii Hitoyo Good Night... (愛しい人よGood Night...)
* Guitar Kids Rhapsody Camden Lock Style

## Certifications

| Region | Certification | Certified units/sales |
| Japan (RIAJ) | Platinum | 400,000$^^$ |
| $^^$ Shipments figures based on certification alone. |||
# Dragon and Slave

Dragon and Slave is the third volume of Timothy Zahn's Dragonback series, following Dragon and Thief and Dragon and Soldier. It is a thriller, set largely on the fictional planet Brum-a-dum, and follows its protagonists' experience of slavery.

## Publication history

The novel was first published in June 2005 by Starscape

## Sequels

Its sequels are Dragon and Herdsman, Dragon and Judge and Dragon and Liberator.

## Plot

Having determined that the various 'Brummgas' (a troll-like species reputed for unintelligence) encountered in the prior two volumes, are supplied to mercenary societies by their home planet's 'Chookoock' estate, protagonists Jack (a 14-year-old former burglar) and the dragonlike Draycos infiltrate the slave-population thereof, in hope of identifying, among the estate's clients, the mercenaries who earlier killed Draycos' shipmates. Initially accepted as a field-slave, Jack later enters the owners' house as an entertainer, where he fails to identify Draycos' enemies, but is himself arranged for sale by antagonist Gazen. At the resulting auction, Draycos (unseen except by Jack and the reader) and Jack observe an enemy soldier earlier glimpsed in Dragon and Thief, the first volume, and identify the organization to which he belongs; thus completing their objective. Thereafter Jack leads a slave-revolt, freeing approximately 30 slaves and placing them under the protection of a nearby consulate.
# Chambers (1781 ship)

Chambers (or Chambres) was a ship launched in the Thirteen Colonies in 1781, possibly under another name. She was taken in prize in 1783. Chambers first appeared in Lloyd's Register in 1783. She traded between Liverpool and Africa, but is not listed as a slave ship. She foundered in 1792.

## Career

Th Vice admiralty court in New York City condemned Chambres on 10 March 1783.
| Year | Master | Owner | Trade | Source |
| 1783 | Js.Herd | Jones & Co. | Liverpool–Africa | LR |
| 1789 | W.Young | Jones & Co. | Liverpool–Africa | LR; new deck and sides 1787 |
| 1790 | W.Young J.Berry | Jones & Co. | Liverpool–Africa | LR; new deck and sides 1787 & repairs 1790 |
| 1792 | J. Berry | Jones & Co. | Liverpool–Africa | LR; new deck and sides 1787 & repairs 1790 |

## Loss

In early 1792 Thomas was on her way back to Bristol from Jamaica having taken on board the crew of Chambers, of Liverpool, which had been foundering.
The Liverpool Registry on 19 November 1792 marked her as having been lost.

## Citations

* 1 2 3 LR (1783), Seq.No.C519.
* 1 2 3 4 5 Craig & Jarvis (1967), p. 31.
* ↑ "The Marine List". Lloyd's List. No. 2374. 10 February 1792. hdl:2027/mdp.39015008870928.
# Cyrus (musician)

Terje Andersen (born 12 May 1975), known professionally as Cyrus, is a Norwegian musician best known as the guitarist of the black metal band Susperia and as former touring bassist of Dimmu Borgir.

## Biography

Cyrus started his career in 1997 when he went playing in a band called Seven Sins with ex-Dimmu Borgir drummer Tjodalv. The band released one demo tape in that period. In 1999, they changed name to Susperia.
In 2000, Cyrus went playing guitar with Satyricon for a worldwide tour. He was in Satyricon for two years as session member. In 2009, he became a session guitarist of thrash/black metal band Sarke. In 2011, with Susperia he released first Susperia's single "Nothing Remains".
Cyrus recently played guitar in Susperia (as full-time member) and Sarke (as session member) and bass guitar in Dimmu Borgir (as session member).

## Discography
### With Susperia

* Illusions of Evil (Demo, 2000)
* Predominance (Nuclear Blast, 2001)
* Vindication (Nuclear Blast, 2002)
* Unlimited (Tabu, 2004)
* Devil May Care (EP, Tabu, 2005)
* Cut From Stone (Tabu, 2007)
* Attitude (Candlelight Records, 2009)
* Nothing Remains (Single, NRK/MGP, 2011)
* The Lyricist (Agonia, 2018)

### With Dimmu Borgir

* Forces of the Northern Night (2012)

### With ICS Vortex

* Storm Seeker (2011)

### With Sarke

* Oldarhian (2011)
# Grave Descend

Grave Descend is a novel written by Michael Crichton, his tenth published novel, and the seventh featuring the pseudonym John Lange. It was originally published in 1970, and later re-released in 2006 as part of the Hard Case Crime series. For this release, Michael Crichton did an overall revision of the text. The novel was nominated for the Edgar Award in 1971. Hard Case Crime republished the novel under Crichton's name on October 29, 2013.
The Chicago Tribune called it "fairly thrilling at times."

## Hard Case Crime

Diver James McGregor is used to exploring sunken ships. But there's something strange about the wreck of the Grave Descend. No one aboard tells quite the same story about what happened. Then there's the mysterious cargo they were carrying...
In one of the most beautiful places on Earth, a sinister plot is about to unfold. And if McGregor's not careful, he may find himself in over his head.
# Alessandro Santin

Alessandro Santin (born 6 October 1958 in Venice, Italy) is an Italian former race car driver.
Santin's main title was in the Italian Formula Three Championship in 1984, in which he drove a Ralt-Alfa to four wins. From 1985 to 1988, Santin drove in the European Formula 3000 championship for many teams (Sanremo in 1985; Coloni, Sanremo, Lola Sport, Eddie Jordan Racing and Formula Team in 1986; Genoa in 1987 and Eddie Jordan Racing in 1988), without great results. His better results were two sixth places in Silverstone and Vallelunga in 1986, driving a Lola T86/50. His best start position was in Mugello in 1986, when he started from the second position, also driving a Lola T86/50.
Santin has also raced in prototypes championships and drove in the 1989 Le Mans 24 Hours with Pascal Fabre. Nowadays, he attends historical Formula 3 events in Italy.

## Racing record
### Complete International Formula 3000 results

(key) (Races in bold indicate pole position; races in italics indicate fastest lap.)
| Year | Entrant | Chassis | Engine | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | Pos. | Pts |
| 1985 | San Remo Racing | March 85B | Cosworth | SIL Ret | THR 9 | EST Ret | NÜR C | VAL Ret | PAU | SPA | DIJ | PER 7 | ÖST 7 | ZAN 7 | DON 9 | NC | 0 |
| 1986 | Lola Motorsport | Lola T86/50 | Cosworth | SIL 6 | VAL 6 | PAU Ret | SPA 10 | | MUG Ret | | | | | | | 19th | 1.5 |
| 1986 | Formula Team Ltd | Lola T86/50 | Cosworth | | | | | IMO 7 | | | | | | | | 19th | 1.5 |
| 1986 | Eddie Jordan Racing | March 86B | Cosworth | | | | | | | PER 8 | | | | | | 19th | 1.5 |
| 1986 | Coloni Racing | March 85B | Cosworth | | | | | | | | ÖST 17 | BIR 12 | | | | 19th | 1.5 |
| 1986 | San Remo Racing | March 86B | Cosworth | | | | | | | | | | BUG Ret | JAR Ret | | 19th | 1.5 |
| 1987 | Genoa Racing | March 87B | Cosworth | SIL DNQ | VAL | SPA | PAU | DON | PER | BRH | BIR | IMO | BUG | JAR | | NC | 0 |
| 1988 | Eddie Jordan Racing | Reynard 88D | Cosworth | JER | VAL | PAU | SIL | MNZ | PER 11 | BRH | BIR | BUG | ZOL | DIJ | | NC | 0 |
# Italian frigate Scirocco (F 573)

Scirocco (F 573) is the fourth ship of the Maestrale-class frigate of the Italian Navy.

## Development

The Maestrale-class frigates were primarily designed for anti-submarine warfare (ASW), however the ships are highly flexible so they are also capable of anti-air and anti-surface operations. Ships of this class have been widely used in various international missions, either under NATO or UN flag, and during normal operations of the Italian Navy.
The first of these ships entered in service in early 1982. The rest of the fleet was launched over the next three years. The ships of the Maestrale class will be replaced by the Bergamini class.

## Construction and career

She was laid down on 26 February 1980 and launched on 17 April 1982 by Fincantieri shipyards. Commissioned on 20 September 1983 with the hull number F 573. She was decommissioned on 20 February 2020 and scrapped in Aliaga Turkey in 2024.

## Gallery

* Scirocco off the Gulf of Oman on 3 May 2004.
* Scirocco off the Gulf of Oman on 3 May 2004.
* Scirocco’s Dardo CIWS on 9 November 2008.
# Douglas W. Small

Douglas William Small (born 1965) is a retired rear admiral and the former commander of Naval Information Warfare Systems Command.

## Career

A native of Birchwood, Wisconsin, Small served aboard the USS Camden (AOE-2) during the Gulf War. Other early assignment for Small include serving aboard the USS Iwo Jima (LHD-7), as well as with the Naval Surface Warfare Center Dahlgren Division and the Missile Defense Agency. During the Iraq War, he served with the Joint CREW Composite Squadron One. Eventually, Small was named executive assistant to Assistant Secretary of the Navy (Research, Development and Acquisition) Sean Stackley.
Small became program executive officer for integrated warfare systems in 2016.

## Awards

Small has received the Distinguished Service Medal, the Legion of Merit, the Bronze Star Medal, the Defense Meritorious Service Medal and the Army Meritorious Unit Commendation.

## Education

* Marquette University, B.S. in physics (1988)
* Naval Postgraduate School, Ph.D. in physics (1997)
# Fish Grotto

The Fish Grotto Seafood Restaurant, or simply Fish Grotto, was a seafood restaurant in Portland, Oregon. Established in 1891 as Zack's Oyster House, the business also operated a neighboring bar called Sand Bar at Fish Grotto, or simply Sand Bar. The restaurant stopped operating in January 2014.
# Cyrtopodion potoharense

Cyrtopodion potoharense, also known commonly as the Potahar gecko or the Potwar gecko, is a species of lizard in the family Gekkonidae. The species is endemic to northern Pakistan.

## Geographic range

C. potoharense is found in Rawalpindi District, Punjab Province, Pakistan.

## Habitat

The natural habitat of C. potoharense is mud flats.

## Reproduction

C. potoharense is oviparous.