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/* | |
Copyright (c) 2008 - Chris Buckley. | |
Permission is granted for use and modification of this file for | |
research, non-commercial purposes. | |
*/ | |
static int | |
te_calc_Rprec (const EPI *epi, const REL_INFO *rel_info, const RESULTS *results, | |
const TREC_MEAS *tm, TREC_EVAL *eval); | |
/* See trec_eval.h for definition of TREC_MEAS */ | |
TREC_MEAS te_meas_Rprec = | |
{"Rprec", | |
" Precision after R documents have been retrieved.\n\ | |
R is the total number of relevant docs for the topic. \n\ | |
This is a good single point measure for an entire retrieval\n\ | |
ranking that averages well since each topic is being averaged\n\ | |
at an equivalent point in its result ranking.\n\ | |
Note that this is the point that Precision = Recall.\n\ | |
History: Originally developed for IR rankings by Chris Buckley\n\ | |
after TREC 1, but analogs were used in other disciplines previously.\n\ | |
(the point where P = R is an important one!)\n\ | |
Cite: 'Retrieval System Evaluation', Chris Buckley and Ellen Voorhees.\n\ | |
Chapter 3 in TREC: Experiment and Evaluation in Information Retrieval\n\ | |
edited by Ellen Voorhees and Donna Harman. MIT Press 2005\n", | |
te_init_meas_s_float, | |
te_calc_Rprec, | |
te_acc_meas_s, | |
te_calc_avg_meas_s, | |
te_print_single_meas_s_float, | |
te_print_final_meas_s_float, | |
NULL, -1}; | |
static int | |
te_calc_Rprec (const EPI *epi, const REL_INFO *rel_info, const RESULTS *results, | |
const TREC_MEAS *tm, TREC_EVAL *eval) | |
{ | |
RES_RELS res_rels; | |
long num_to_look_at; | |
long rel_so_far; | |
long i; | |
if (UNDEF == te_form_res_rels (epi, rel_info, results, &res_rels)) | |
return (UNDEF); | |
rel_so_far = 0; | |
num_to_look_at = MIN (res_rels.num_ret, res_rels.num_rel); | |
if (0 == num_to_look_at) | |
return (0); | |
for (i = 0; i < num_to_look_at; i++) { | |
if (res_rels.results_rel_list[i] >= epi->relevance_level) | |
rel_so_far++; | |
} | |
eval->values[tm->eval_index].value = | |
(double) rel_so_far / (double) res_rels.num_rel; | |
return (1); | |
} | |