1
2 /* ----------------------------------------------------------------------
3 * Project: CMSIS DSP Library
4 * Title: arm_jaccard_distance.c
5 * Description: Jaccard distance between two vectors
6 *
7 * $Date: 23 April 2021
8 * $Revision: V1.9.0
9 *
10 * Target Processor: Cortex-M and Cortex-A cores
11 * -------------------------------------------------------------------- */
12 /*
13 * Copyright (C) 2010-2021 ARM Limited or its affiliates. All rights reserved.
14 *
15 * SPDX-License-Identifier: Apache-2.0
16 *
17 * Licensed under the Apache License, Version 2.0 (the License); you may
18 * not use this file except in compliance with the License.
19 * You may obtain a copy of the License at
20 *
21 * www.apache.org/licenses/LICENSE-2.0
22 *
23 * Unless required by applicable law or agreed to in writing, software
24 * distributed under the License is distributed on an AS IS BASIS, WITHOUT
25 * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
26 * See the License for the specific language governing permissions and
27 * limitations under the License.
28 */
29
30 #include "dsp/distance_functions.h"
31 #include <limits.h>
32 #include <math.h>
33
34
35
36 extern void arm_boolean_distance_TT_TF_FT(const uint32_t *pA
37 , const uint32_t *pB
38 , uint32_t numberOfBools
39 , uint32_t *cTT
40 , uint32_t *cTF
41 , uint32_t *cFT
42 );
43
44
45 /**
46 @addtogroup BoolDist
47 @{
48 */
49
50 /**
51 * @brief Jaccard distance between two vectors
52 *
53 * @param[in] pA First vector of packed booleans
54 * @param[in] pB Second vector of packed booleans
55 * @param[in] numberOfBools Number of booleans
56 * @return distance
57 *
58 */
59
arm_jaccard_distance(const uint32_t * pA,const uint32_t * pB,uint32_t numberOfBools)60 float32_t arm_jaccard_distance(const uint32_t *pA, const uint32_t *pB, uint32_t numberOfBools)
61 {
62 uint32_t ctt=0,ctf=0,cft=0;
63
64 arm_boolean_distance_TT_TF_FT(pA, pB, numberOfBools, &ctt, &ctf, &cft);
65
66 return(1.0*(ctf + cft) / (ctt + cft + ctf));
67 }
68
69
70 /**
71 * @} end of BoolDist group
72 */
73
