stackex_chess

mldr.datasets::get.mldr("stackex_chess")

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Full dataset

MULAN/MEKA (.arff) MULAN (.xml) LibSVM KEEL mldr

Partitions: select your desired partitioning strategy, validation and format

	Random	Stratified	Iterative stratified
Hold out	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr
2x5-fold cross validation	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr
10-fold cross validation	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr	MULAN MEKA LibSVM KEEL mldr

Summary

Instances	1675
Attributes	812
Inputs	585
Labels	227
Labelsets	1078
Single labelsets	890
Max frequency	48
Cardinality	2.4113
Density	0.0106
Mean IR	85.7898
SCUMBLE	0.2625
TCS	18.7794

Citation

Charte, Francisco; Rivera, Antonio J.; del Jesus, Maria J.; Herrera, Francisco (2015). QUINTA: A question tagging assistant to improve the answering ratio in electronic forums. In EUROCON 2015 - International Conference on Computer as a Tool (EUROCON), IEEE, 1-6.

@inproceedings{,
  title="QUINTA: A question tagging assistant to improve the answering ratio in electronic forums",
  author="Charte, Francisco and Rivera, Antonio J. and del Jesus, Maria J. and Herrera, Francisco",
  booktitle="EUROCON 2015 - International Conference on Computer as a Tool (EUROCON), IEEE",
  year="2015",
  pages="1-6",
  month="Sept"
}

Concurrence plot

In this concurrence plot, sectors represent labels and links between them depict label co-occurrences. SCUMBLE is a measure designed to assess the concurrence among imbalanced labels.

Attributes

all attributes labels

numeric abil numeric accept numeric achiev numeric activ numeric actual numeric add numeric addit numeric advanc numeric advantag numeric advic numeric age numeric aggress numeric ago numeric ahead numeric aim numeric allow numeric altern numeric amateur numeric analys numeric analysi numeric analyz numeric anand numeric annot numeric answer numeric app numeric appar numeric appli numeric appreci numeric approach numeric aris numeric articl numeric ask numeric assum numeric attack numeric attempt numeric automat numeric averag numeric avoid numeric awar numeric axb numeric back numeric bad numeric base numeric basic numeric beat numeric begin numeric beginn numeric benefit numeric big numeric bishop numeric bit numeric black numeric blitz numeric block numeric blunder numeric board numeric book numeric break. numeric bring numeric build numeric buy numeric bxa numeric bxb numeric bxc numeric bxd numeric bxe numeric bxf numeric calcul numeric call numeric candid numeric captur numeric care numeric carlsen numeric carokann numeric case numeric castl numeric center numeric champion numeric championship numeric chanc numeric chang numeric check numeric checkmat numeric chessbas numeric chessboard numeric chesscom numeric choic numeric choos numeric claim numeric classic numeric clear numeric clock numeric close numeric club numeric combin numeric come numeric comment numeric common numeric compar numeric compens numeric competit numeric complet numeric complic numeric comput numeric concept numeric concern numeric condit numeric confus numeric connect numeric consid numeric continu numeric control numeric correct numeric correspond numeric couldnt numeric count numeric counter numeric coupl numeric cover numeric creat numeric curious numeric current numeric cxb numeric cxd numeric databas numeric date numeric day numeric deal numeric decid numeric deep numeric defenc numeric defend numeric defens numeric defin numeric depend numeric depth numeric detail numeric determin numeric develop numeric diagon numeric diagram numeric differ numeric difficult numeric difficulti numeric direct numeric disadvantag numeric discov numeric discuss numeric doubl numeric download numeric draw numeric drawn numeric due numeric dxc numeric dxe numeric earli numeric earlier numeric easi numeric easili numeric edit numeric effect numeric elo numeric end numeric endgam numeric engin numeric english numeric enjoy numeric enter numeric equal numeric evalu numeric event numeric eventu numeric exact numeric exampl numeric exchang numeric exd numeric exf numeric exist numeric expect numeric experi numeric explain numeric explan numeric extra numeric extrem numeric face numeric fact numeric factor numeric fail numeric fair numeric familiar numeric famous numeric fast numeric featur numeric feel numeric fen numeric fide numeric figur numeric file numeric final numeric find

(612 more attributes)

tag_1.d4 SCUMBLE 0.5449 tag_1.e4 SCUMBLE 0.4973 tag_50-move-rule SCUMBLE 0.3203 tag_advantage SCUMBLE 0.6828 tag_aggressive-play SCUMBLE 0.5092 tag_alekhine SCUMBLE 0.6608 tag_alekhines-defense SCUMBLE 0.7142 tag_analysis SCUMBLE 0.3402 tag_anand SCUMBLE 0.4098 tag_android SCUMBLE 0.64 tag_annotation SCUMBLE 0.3944 tag_arena SCUMBLE 0.8317 tag_aronian SCUMBLE 0.7714 tag_attack SCUMBLE 0.4859 tag_babaschess SCUMBLE 0.2543 tag_bad-bishop SCUMBLE 0.6389 tag_beginner SCUMBLE 0.3744 tag_berlin SCUMBLE 0.7249 tag_best-practice SCUMBLE 0.3206 tag_big-list SCUMBLE 0.3692 tag_birds-opening SCUMBLE 0.7997 tag_bishop-endgame SCUMBLE 0.5764 tag_bishop-pair SCUMBLE 0.4908 tag_bishops SCUMBLE 0.3426 tag_blindfold-chess SCUMBLE 0.3594 tag_blitz SCUMBLE 0.3212 tag_blunder SCUMBLE 0.2691 tag_board-vision SCUMBLE 0.5397 tag_books SCUMBLE 0.299 tag_brute-force SCUMBLE 0.5883 tag_bughouse SCUMBLE 0.3294 tag_bullet-chess SCUMBLE 0.3662 tag_calculation SCUMBLE 0.422 tag_candidate-move SCUMBLE 0.6621 tag_capablanca SCUMBLE 0.3377 tag_capablanca-chess SCUMBLE 0.6265 tag_captures SCUMBLE 0.3187 tag_carlsen SCUMBLE 0.2351 tag_carlsen-anand-2014 SCUMBLE 0.3474 tag_caro-kann SCUMBLE 0.4654 tag_castling SCUMBLE 0.242 tag_catalan SCUMBLE 0.7783 tag_center SCUMBLE 0.5012 tag_cheating SCUMBLE 0.3466 tag_check SCUMBLE 0.2345 tag_checkmate SCUMBLE 0.2292 tag_chess-algorithms SCUMBLE 0.4557 tag_chess-blog SCUMBLE 0.6253 tag_chess-clocks SCUMBLE 0.1987 tag_chess-variants SCUMBLE 0.2317 tag_chess960 SCUMBLE 0.1851 tag_chessbase SCUMBLE 0.3133 tag_chessboards SCUMBLE 0.1342 tag_claim-draw SCUMBLE 0.6218 tag_closed-position SCUMBLE 0.5209 tag_clubs SCUMBLE 0.2211 tag_colle-system SCUMBLE 0.475 tag_colle-zukertort SCUMBLE 0.5003 tag_combinations SCUMBLE 0.3177 tag_composing SCUMBLE 0.2779 tag_computer-chess SCUMBLE 0.4268 tag_correspondence-chess SCUMBLE 0.2959 tag_database SCUMBLE 0.3604 tag_defense SCUMBLE 0.3794 tag_doubled-pawn SCUMBLE 0.3713 tag_download-games SCUMBLE 0.484 tag_draw SCUMBLE 0.2269 tag_dutch-defense SCUMBLE 0.6461 tag_eco SCUMBLE 0.3369 tag_education SCUMBLE 0.2633 tag_elementary-mates SCUMBLE 0.3899 tag_elo SCUMBLE 0.1712 tag_en-passant SCUMBLE 0.3973 tag_endgame SCUMBLE 0.3502 tag_engines SCUMBLE 0.2884 tag_english-opening SCUMBLE 0.8065 tag_equipment SCUMBLE 0.2152 tag_etiquette SCUMBLE 0.1624 tag_evaluation SCUMBLE 0.2887 tag_evans-gambit SCUMBLE 0.8436 tag_famous-games SCUMBLE 0.4733 tag_famous-moves SCUMBLE 0.6594 tag_famous-players SCUMBLE 0.1626 tag_fen SCUMBLE 0.091 tag_fianchetto SCUMBLE 0.4575 tag_fiction SCUMBLE 0.1116 tag_fide SCUMBLE 0.1928 tag_fischer SCUMBLE 0.3587 tag_forced-move SCUMBLE 0.3355 tag_formation SCUMBLE 0.3182 tag_four-knights SCUMBLE 0.8444 tag_french-defense SCUMBLE 0.4391 tag_fried-liver-attack SCUMBLE 0.7808 tag_fritz SCUMBLE 0.4545 tag_gambits SCUMBLE 0.4658 tag_game-complexity SCUMBLE 0.5067 tag_game-length SCUMBLE 0.4379 tag_gelfand SCUMBLE 0.4081 tag_glicko SCUMBLE 0.5918 tag_grandmaster SCUMBLE 0.296 tag_grunfeld-defense SCUMBLE 0.5389 tag_handicapping SCUMBLE 0.1675 tag_history SCUMBLE 0.2321 tag_houdini SCUMBLE 0.4458 tag_human-versus-machine SCUMBLE 0.3687 tag_illegal-move SCUMBLE 0.2179 tag_isolated-pawn SCUMBLE 0.5483 tag_italian-game SCUMBLE 0.554 tag_karjakin SCUMBLE 0.6461 tag_karpov SCUMBLE 0.5233 tag_kasparov SCUMBLE 0.4063 tag_kings SCUMBLE 0.2574 tag_kings-gambit SCUMBLE 0.6681 tag_kings-indian SCUMBLE 0.659 tag_kingside SCUMBLE 0.4746 tag_knights SCUMBLE 0.2602 tag_kramnik SCUMBLE 0.7755 tag_learning SCUMBLE 0.2637 tag_linux SCUMBLE 0.5224 tag_london-system SCUMBLE 0.6485 tag_losing SCUMBLE 0.2881 tag_mac SCUMBLE 0.3208 tag_master-games SCUMBLE 0.2923 tag_material-balance SCUMBLE 0.4586 tag_mathematics SCUMBLE 0.3125 tag_memorization SCUMBLE 0.3637 tag_middlegame SCUMBLE 0.2585 tag_minor-pieces SCUMBLE 0.293 tag_minor-variations SCUMBLE 0.7504 tag_modern-benoni SCUMBLE 0.5936 tag_modern-defense SCUMBLE 0.8752 tag_morphy SCUMBLE 0.4634 tag_najdorf SCUMBLE 0.4794 tag_nalimov SCUMBLE 0.6991 tag_nimzo-indian SCUMBLE 0.5633 tag_notation SCUMBLE 0.112 tag_novelties SCUMBLE 0.7397 tag_novelty SCUMBLE 0.7849 tag_old-indian SCUMBLE 0.8296 tag_online SCUMBLE 0.2195 tag_online-blitz SCUMBLE 0.2819 tag_online-chess SCUMBLE 0.1492 tag_open-source SCUMBLE 0.5198 tag_opening SCUMBLE 0.4763 tag_otb-chess SCUMBLE 0.3053 tag_passed-pawn SCUMBLE 0.4257 tag_patterns SCUMBLE 0.37 tag_pawn-endgame SCUMBLE 0.4786 tag_pawn-promotion SCUMBLE 0.2062 tag_pawn-structure SCUMBLE 0.3386 tag_pawns SCUMBLE 0.258 tag_performance SCUMBLE 0.4416 tag_petroff-defense SCUMBLE 0.6507 tag_pgn SCUMBLE 0.1921 tag_pieces SCUMBLE 0.1171 tag_pins SCUMBLE 0.6149 tag_pirc-defense SCUMBLE 0.8327 tag_ply SCUMBLE 0.7293 tag_point-value SCUMBLE 0.1944 tag_popularity SCUMBLE 0.6814 tag_positional-play SCUMBLE 0.3614 tag_preparation SCUMBLE 0.4499 tag_problems SCUMBLE 0.2349 tag_programming SCUMBLE 0.3302 tag_psychology SCUMBLE 0.2041 tag_puzzles SCUMBLE 0.1604 tag_quality SCUMBLE 0.8345 tag_queens SCUMBLE 0.2655 tag_queens-gambit SCUMBLE 0.5037 tag_queens-gambit-accepted SCUMBLE 0.491 tag_queens-indian SCUMBLE 0.6671 tag_rapid SCUMBLE 0.4923 tag_rating SCUMBLE 0.1332 tag_refuted SCUMBLE 0.7515 tag_retrograde-analysis SCUMBLE 0.1713 tag_rook-and-minor-endgame SCUMBLE 0.7845 tag_rook-endgame SCUMBLE 0.5143 tag_rooks SCUMBLE 0.2249 tag_rules SCUMBLE 0.2366 tag_ruy-lopez SCUMBLE 0.5923 tag_sacrifice SCUMBLE 0.2747 tag_scandinavian-defense SCUMBLE 0.6983 tag_scheveningen SCUMBLE 0.8386 tag_scholastic-chess SCUMBLE 0.8055 tag_scid SCUMBLE 0.4701 tag_scotch-game SCUMBLE 0.667 tag_shogi SCUMBLE 0.6761 tag_sicilian-defense SCUMBLE 0.4022 tag_simultaneous SCUMBLE 0.3767 tag_slav-defense SCUMBLE 0.6436 tag_smith-morra-gambit SCUMBLE 0.7121 tag_software SCUMBLE 0.2333 tag_spassky SCUMBLE 0.6709 tag_stalemate SCUMBLE 0.2419 tag_statistics SCUMBLE 0.2436 tag_stockfish SCUMBLE 0.3714 tag_stonewall-attack SCUMBLE 0.4395 tag_strategy SCUMBLE 0.3624 tag_studies SCUMBLE 0.3824 tag_study SCUMBLE 0.5017 tag_style SCUMBLE 0.4935 tag_super-grandmaster SCUMBLE 0.3671 tag_tablebases SCUMBLE 0.3028 tag_tactics SCUMBLE 0.224 tag_tal SCUMBLE 0.4099 tag_talent SCUMBLE 0.4152 tag_teaching SCUMBLE 0.2608 tag_team SCUMBLE 0.2678 tag_terminology SCUMBLE 0.2165 tag_theory SCUMBLE 0.4137 tag_time-control SCUMBLE 0.1436 tag_time-management SCUMBLE 0.5246 tag_titles SCUMBLE 0.3026 tag_tournament SCUMBLE 0.155 tag_tournament-directors SCUMBLE 0.3327 tag_training SCUMBLE 0.207 tag_transpositions SCUMBLE 0.6842 tag_two-knights SCUMBLE 0.6652 tag_uci SCUMBLE 0.4527 tag_untagged SCUMBLE 0 tag_uscf SCUMBLE 0.3379 tag_websites SCUMBLE 0.1937 tag_winning SCUMBLE 0.3271 tag_world-championship SCUMBLE 0.2533 tag_xiangqi SCUMBLE 0.6512 tag_zugzwang SCUMBLE 0.6269 tag_zwischenzug SCUMBLE 0.6563

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