Questions Tagged With evaluation

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430

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How i can interpret Accuracy and F1 in classification task?

Jun 06 '14 at 10:29 William Cox16 (asked by Afsh1 )

f1 classification recall precision evaluation accuracy

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Evaluation of features with a classifier - Three ideas -

Jan 04 '14 at 09:15 gerard76

datasets evaluation classification feature-extraction

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878

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What does False Positive Identification Rate imply?

Oct 19 '13 at 16:14 Random1

auc roc evaluation false-positives

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960

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Cross-validation of LDA

Oct 12 '13 at 13:39 rakirk31 (asked by swapnilhingmire31 )

lda evaluation crossvalidation

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418

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Training on development data after parameter tuning

Sep 24 '13 at 05:13 Johannes Bjerva1

development training evaluation

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628

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Comparison with "generalized expectation criteria"

Sep 18 '13 at 06:04 swapnilhingmire31

generalized-expectation evaluation text-classification

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name for 1.0 minus negative predictive value?

Jul 18 '13 at 10:11 Dave Lewis890

negative-predictive-value contingency-table recall precision effectiveness evaluation confusion-matrix

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Repeating cross-validation vs. adding more folds

Jul 11 '13 at 23:00 user8154234261 (asked by yeastwars231 )

cross-validation performance methodology evaluation

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769

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Evaluation of topic models through posterior predictive checks

Jun 27 '13 at 15:21 Ira Korshunova131

topic models evaluation

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Perplexity and LDA

Apr 28 '13 at 09:12 Alexandre Passos ♦25541 (asked by swapnilhingmire31 )

lda evaluation

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455

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Engineering and similiarity measures of features, design a kernel

Apr 22 '13 at 11:44 Wimme1

kernel feature-selection evaluation

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977

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Semi-supervised or unsupervised text classification

Nov 19 '12 at 18:17 Joseph Turian ♦♦5790 (asked by swapnil hingmire16 )

comparison evaluation text-classification

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946

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Appropriate error-measure for de-duping?

Oct 05 '12 at 14:00 Joseph Turian ♦♦5790

information-retrieval de-duping errors evaluation string-matching

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How to label representatives in order to evaluate clustering result

May 16 '12 at 12:29 shn462

clustering evaluation labeling dataset

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How to evaluate image clustering results with ground truth

May 11 '12 at 11:42 Andreas Mueller2686 (asked by sandyshen1 )

clustering image evaluation

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ROUGE evaluation settings for document summarization

Apr 18 '12 at 03:25 Jonatan Bengtsson61

summarization evaluation single-document rouge

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Is it fair to compare two clustering algorithms when the number of representatives is not the same ?

Mar 14 '12 at 09:22 shn462

clustering recall evaluation precision

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Is there any incremental internal evaluation measure for cluster analysis ?

Mar 02 '12 at 10:55 shn462

clustering streaming-data online-learning evaluation

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Mutual Information between two data sets with one item each

Feb 10 '12 at 12:36 Keith Stevens621

clustering evaluation mutual-information

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Evaluating Clustering Quality without using Labels

Jan 29 '12 at 17:17 shn462

clustering evaluation unsupervised-learning

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Evaluating spectral clustering

Jan 26 '12 at 05:30 ogrisel4989 (asked by Alexandre Passos ♦25541 )

clustering spectral evaluation

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External validation of clustering algorithm using V-Mesure

Jan 18 '12 at 12:13 shn462

clustering v-measure evaluation

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Classifier evaluation with unclassified instances

Jan 10 '12 at 22:12 Alexandre Passos ♦25541 (asked by Melipone Moody221 )

metric evaluation classification

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sampling for manual evaluation of classification results

Nov 29 '11 at 20:36 Art Munson646 (asked by Alvise Loredan1 )

evaluation classification sampling

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evaluating clustering without ground truth

Nov 03 '11 at 17:27 gdahl ♦3414 (asked by ebony181 )

clustering evaluation

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Best precision and recall on 20-newsgroups?

Sep 30 '11 at 09:10 Guillaume Pitel176 (asked by Oliver Mitevski872 )

clustering evaluation 20-newsgroups

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Comparing multiple classifiers on a single test set based on accuracy and F1

Aug 27 '11 at 12:46 Oscar Täckström2039

unsupervised-learning hypothesis-testing evaluation sequence-labeling

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816

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Evaluation corpora for relationship extraction tasks

Jul 13 '11 at 10:23 Rinat Gareev1

corpus corpora evaluation information-extraction

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Empirical studies of Machine Learning algorithms

Feb 23 '11 at 15:10 probreasoning136 (asked by Troy Raeder899 )

evaluation applications empirical-study survey comparison

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Computing inter-annotator agreement for multi-label data?

Feb 14 '11 at 06:35 Will Dwinnell312 (asked by Jan Snajder46 )

kappa statistics evaluation annotation labeled-data

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Machine learning evaluation measures and methods

Jan 20 '11 at 07:44 Troy Raeder899 (asked by luís31 )

evaluation-methods evaluation machine-learning

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Baseline for v-measure scores

Jan 08 '11 at 23:19 Robert Layton1625

clustering evaluation v-measure baseline

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estimating speech recognition accuracy from a sample

Dec 15 '10 at 17:55 dataengines16 (asked by Dave Lewis890 )

transcription proportion sampling speech speech-recognition estimation evaluation annotation labeled-data accuracy

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impact of licensing conditions on use of natural language data sets

Sep 25 '10 at 11:20 Dave Lewis890

ldc nlp elda text corpora dataset speech evaluation annotation resources

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Text Clustering Evaluation

Sep 23 '10 at 08:11 Alexandre Passos ♦25541 (asked by cherhan189 )

clustering evaluation

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Evaluating chess ratings

Jul 17 '10 at 18:55 Anton Ballus266

evaluation chess

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Evaluating a classifer that places instances into multiple (more than two) categories

Jul 15 '10 at 14:21 Melipone Moody221 (asked by Anton Ballus266 )

evaluation

37questions tagged evaluation

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