DefectData

The R package DefectData is a collection of software metrics dataset for software engineering researchers.

Install

with devtools :

devtools::install_github('klainfo/DefectData')

Usage

library(DefectData)
?loadData

Descriptive Statistics of 101 defect datasets

System	Corpus	DefectiveRatio	#Modules	#DefectiveModules	#Predictors	EPV
JM1	mccabe	21.485479	7782	1672	21	79.6190476
KC3	mccabe	18.556701	194	36	39	0.9230769
MC1	mccabe	2.313883	1988	46	38	1.2105263
MC2	mccabe	35.200000	125	44	39	1.1282051
MW1	mccabe	10.671937	253	27	37	0.7297297
PC1	mccabe	8.652482	705	61	37	1.6486486
PC2	mccabe	2.147651	745	16	36	0.4444444
PC3	mccabe	12.441968	1077	134	37	3.6216216
PC4	mccabe	13.752914	1287	177	37	4.7837838
PC5	mccabe	27.527762	1711	471	38	12.3947368
ar1	mccabe	7.438017	121	9	29	0.3103448
ar3	mccabe	12.698413	63	8	29	0.2758621
ar4	mccabe	18.691589	107	20	29	0.6896552
ar5	mccabe	22.222222	36	8	29	0.2758621
ar6	mccabe	14.851485	101	15	29	0.5172414
cm1	mccabe	12.844037	327	42	37	1.1351351
kc2	mccabe	20.498084	522	107	21	5.0952381
ant-1.3	ck	16.000000	125	20	20	1.0000000
ant-1.4	ck	22.471910	178	40	20	2.0000000
ant-1.5	ck	10.921502	293	32	20	1.6000000
ant-1.6	ck	26.210826	351	92	20	4.6000000
ant-1.7	ck	22.281879	745	166	20	8.3000000
arc	ck	11.538462	234	27	20	1.3500000
berek	ck	37.209302	43	16	20	0.8000000
camel-1.0	ck	3.834808	339	13	20	0.6500000
camel-1.2	ck	35.526316	608	216	20	10.8000000
camel-1.4	ck	16.628440	872	145	20	7.2500000
camel-1.6	ck	19.481865	965	188	20	9.4000000
ckjm	ck	50.000000	10	5	20	0.2500000
e-learning	ck	7.812500	64	5	20	0.2500000
forrest-0.6	ck	16.666667	6	1	20	0.0500000
forrest-0.7	ck	17.241379	29	5	20	0.2500000
forrest-0.8	ck	6.250000	32	2	20	0.1000000
intercafe	ck	14.814815	27	4	20	0.2000000
ivy-1.1	ck	56.756757	111	63	20	3.1500000
ivy-1.4	ck	6.639004	241	16	20	0.8000000
ivy-2.0	ck	11.363636	352	40	20	2.0000000
jedit-3.2	ck	33.088235	272	90	20	4.5000000
jedit-4.0	ck	24.509804	306	75	20	3.7500000
jedit-4.1	ck	25.320513	312	79	20	3.9500000
jedit-4.2	ck	13.079019	367	48	20	2.4000000
jedit-4.3	ck	2.235772	492	11	20	0.5500000
kalkulator	ck	22.222222	27	6	20	0.3000000
log4j-1.0	ck	25.185185	135	34	20	1.7000000
log4j-1.1	ck	33.944954	109	37	20	1.8500000
log4j-1.2	ck	92.195122	205	189	20	9.4500000
lucene-2.0	ck	46.666667	195	91	20	4.5500000
lucene-2.2	ck	58.299595	247	144	20	7.2000000
lucene-2.4	ck	59.705882	340	203	20	10.1500000
nieruchomosci	ck	37.037037	27	10	20	0.5000000
pbeans1	ck	76.923077	26	20	20	1.0000000
pbeans2	ck	19.607843	51	10	20	0.5000000
pdftranslator	ck	45.454545	33	15	20	0.7500000
poi-1.5	ck	59.493671	237	141	20	7.0500000
poi-2.0	ck	11.783439	314	37	20	1.8500000
poi-2.5	ck	64.415584	385	248	20	12.4000000
poi-3.0	ck	63.574661	442	281	20	14.0500000
prop-1	ck	14.823236	18471	2738	20	136.9000000
prop-2	ck	10.563135	23014	2431	20	121.5500000
prop-3	ck	11.485303	10274	1180	20	59.0000000
prop-4	ck	9.635237	8718	840	20	42.0000000
prop-5	ck	15.253640	8516	1299	20	64.9500000
prop-6	ck	10.000000	660	66	20	3.3000000
redaktor	ck	15.340909	176	27	20	1.3500000
serapion	ck	20.000000	45	9	20	0.4500000
skarbonka	ck	20.000000	45	9	20	0.4500000
sklebagd	ck	60.000000	20	12	20	0.6000000
synapse-1.0	ck	10.191083	157	16	20	0.8000000
synapse-1.1	ck	27.027027	222	60	20	3.0000000
synapse-1.2	ck	33.593750	256	86	20	4.3000000
systemdata	ck	13.846154	65	9	20	0.4500000
szybkafucha	ck	56.000000	25	14	20	0.7000000
termoproject	ck	30.952381	42	13	20	0.6500000
tomcat	ck	8.974359	858	77	20	3.8500000
velocity-1.4	ck	75.000000	196	147	20	7.3500000
velocity-1.5	ck	66.355140	214	142	20	7.1000000
velocity-1.6	ck	34.061135	229	78	20	3.9000000
workflow	ck	51.282051	39	20	20	1.0000000
wspomaganiepi	ck	66.666667	18	12	20	0.6000000
xalan-2.4	ck	15.214385	723	110	20	5.5000000
xalan-2.5	ck	48.194271	803	387	20	19.3500000
xalan-2.6	ck	46.440678	885	411	20	20.5500000
xalan-2.7	ck	98.789879	909	898	20	44.9000000
xerces-1.2	ck	16.136364	440	71	20	3.5500000
xerces-1.3	ck	15.231788	453	69	20	3.4500000
xerces-1.4	ck	74.319728	588	437	20	21.8500000
xerces-init	ck	47.530864	162	77	20	3.8500000
zuzel	ck	44.827586	29	13	20	0.6500000
eclipse-2.0	eclipse	14.489523	6729	975	32	30.4687500
eclipse-2.1	eclipse	10.826572	7888	854	32	26.6875000
eclipse-3.0	eclipse	14.802228	10593	1568	32	49.0000000
Apache	kim	50.515464	194	98	26	3.7692308
Safe	kim	39.285714	56	22	26	0.8461538
Zxing	kim	29.573935	399	118	26	4.5384615
eclipse34_debug	kim	24.694836	1065	263	17	15.4705882
eclipse34_swt	kim	43.973064	1485	653	17	38.4117647
equinox	ambros	39.814815	324	129	15	8.6000000
jdt	ambros	20.661986	997	206	15	13.7333333
lucene	ambros	9.261939	691	64	15	4.2666667
mylyn	ambros	13.157895	1862	245	15	16.3333333
pde	ambros	13.961256	1497	209	15	13.9333333