{"package":"biospear","ecosystem":"cran","latest_version":"1.0.2","description":"Biomarker Selection in Penalized Regression Models. Provides some tools for developing and validating prediction models, estimate expected survival of patients and visualize them graphically. Most of the implemented methods are based on penalized regressions such as: the lasso (Tibshirani R (1996)), the elastic net (Zou H et al. (2005) <doi:10.1111/j","license":"GPL-2","license_risk":"strong_copyleft","commercial_use_notes":"GPL-2.0: derivative works must release source under GPL; static linking forces disclosure.","homepage":"https://cran.r-project.org/package=biospear","repository":"https://CRAN.R-project.org/package=biospear","downloads_weekly":80,"health":{"score":39,"risk":"critical","breakdown":{"maintenance":0,"popularity":0,"security":25,"maturity":12,"community":2},"deprecated":false,"max_score":100},"vulnerabilities":{"count":0,"critical":0,"high":0,"medium":0,"low":0,"details":[]},"versions":{"latest":"1.0.2","total_count":0,"recent":[]},"metadata":{"deprecated":false,"deprecated_message":null,"maintainers_count":1,"first_published":"2018-12-04 10:26:43","last_published":"2018-12-04T09:20:19+00:00","dependencies_count":18,"dependencies":["pkgconfig","cobs","corpcor","devtools","glmnet","graphics","grplasso","MASS","Matrix","mboost","parallel","plsRcox","pROC","PRROC","RCurl","stats","survAUC","survival"]},"github_stats":null,"bundle":null,"typescript":null,"known_issues":{"bugs_count":0,"bugs_severity":{},"status_breakdown":{},"link":null,"scope":"none"},"historical_compromise":null,"recommendation":{"action":"use_with_caution","issues":["Low health score (39/100)"],"use_version":"1.0.2","version_hint":null,"summary":"biospear@1.0.2 low health (39/100) — consider alternatives"},"version_scoped":null,"requested_version":null,"_cache":"miss","_response_ms":251,"_powered_by":"depscope.dev — free package intelligence for AI agents","typosquat":{"is_suspected":false},"maintainer_trust":{"available":false},"malicious":{"is_malicious":false},"scorecard":{"available":false},"quality":{"available":false}}