Package evaluation of MLJLinearModels on Julia 1.13.0-DEV.791 (d5209bd37d*) started at 2025-07-04T15:30:21.618 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 7.86s ################################################################################ # Installation # Installing MLJLinearModels... Resolving package versions... Updating `~/.julia/environments/v1.13/Project.toml` [6ee0df7b] + MLJLinearModels v0.10.1 Updating `~/.julia/environments/v1.13/Manifest.toml` [47edcb42] + ADTypes v1.15.0 [79e6a3ab] + Adapt v4.3.0 [66dad0bd] + AliasTables v1.1.3 [4fba245c] + ArrayInterface v7.19.0 [bbf7d656] + CommonSubexpressions v0.3.1 [34da2185] + Compat v4.17.0 [187b0558] + ConstructionBase v1.6.0 [9a962f9c] + DataAPI v1.16.0 [864edb3b] + DataStructures v0.18.22 [163ba53b] + DiffResults v1.1.0 [b552c78f] + DiffRules v1.15.1 [a0c0ee7d] + DifferentiationInterface v0.7.1 [ffbed154] + DocStringExtensions v0.9.5 [4e289a0a] + EnumX v1.0.5 [1a297f60] + FillArrays v1.13.0 [6a86dc24] + FiniteDiff v2.27.0 [f6369f11] + ForwardDiff v1.0.1 [92d709cd] + IrrationalConstants v0.2.4 [42fd0dbc] + IterativeSolvers v0.9.4 [692b3bcd] + JLLWrappers v1.7.0 [d3d80556] + LineSearches v7.4.0 [7a12625a] + LinearMaps v3.11.4 [2ab3a3ac] + LogExpFunctions v0.3.29 [6ee0df7b] + MLJLinearModels v0.10.1 [e80e1ace] + MLJModelInterface v1.11.1 [1914dd2f] + MacroTools v0.5.16 [e1d29d7a] + Missings v1.2.0 [d41bc354] + NLSolversBase v7.10.0 [77ba4419] + NaNMath v1.1.3 [429524aa] + Optim v1.13.2 [bac558e1] + OrderedCollections v1.8.1 [d96e819e] + Parameters v0.12.3 [85a6dd25] + PositiveFactorizations v0.2.4 [aea7be01] + PrecompileTools v1.3.2 [21216c6a] + Preferences v1.4.3 [43287f4e] + PtrArrays v1.3.0 [3cdcf5f2] + RecipesBase v1.3.4 [ae029012] + Requires v1.3.1 [30f210dd] + ScientificTypesBase v3.0.0 [efcf1570] + Setfield v1.1.2 [a2af1166] + SortingAlgorithms v1.2.1 [276daf66] + SpecialFunctions v2.5.1 [1e83bf80] + StaticArraysCore v1.4.3 [64bff920] + StatisticalTraits v3.4.0 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.1 [2913bbd2] + StatsBase v0.34.5 [3a884ed6] + UnPack v1.0.2 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [56f22d72] + Artifacts v1.11.0 [2a0f44e3] + Base64 v1.11.0 [ade2ca70] + Dates v1.11.0 [8ba89e20] + Distributed v1.11.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [ac6e5ff7] + JuliaSyntaxHighlighting v1.12.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.12.0 [d6f4376e] + Markdown v1.11.0 [de0858da] + Printf v1.11.0 [3fa0cd96] + REPL v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.12.0 [f489334b] + StyledStrings v1.11.0 [fa267f1f] + TOML v1.0.3 [cf7118a7] + UUIDs v1.11.0 [4ec0a83e] + Unicode v1.11.0 [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1 [4536629a] + OpenBLAS_jll v0.3.29+0 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.10.1+0 [8e850b90] + libblastrampoline_jll v5.13.1+0 Installation completed after 3.98s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... ┌ Warning: Could not use exact versions of packages in manifest, re-resolving └ @ TestEnv ~/.julia/packages/TestEnv/iS95e/src/julia-1.11/activate_set.jl:75 Precompiling package dependencies... Precompilation completed after 322.63s ################################################################################ # Testing # Testing MLJLinearModels Test Could not use exact versions of packages in manifest. Re-resolving dependencies Updating `/tmp/jl_vbfl9K/Project.toml` [336ed68f] + CSV v0.10.15 [a93c6f00] + DataFrames v1.7.0 [8bb1440f] + DelimitedFiles v1.9.1 ⌅ [f6369f11] ↓ ForwardDiff v1.0.1 ⇒ v0.10.38 ⌅ [add582a8] + MLJ v0.19.5 ⌅ [a7f614a8] + MLJBase v0.21.14 [6ee0df7b] + MLJLinearModels v0.10.1 [438e738f] + PyCall v1.96.4 ⌅ [6f49c342] + RCall v0.13.18 [ce6b1742] + RDatasets v0.7.7 [860ef19b] + StableRNGs v1.0.3 [f43a241f] ~ Downloads ⇒ v1.7.0 [8dfed614] ~ Test ⇒ v1.11.0 Updating `/tmp/jl_vbfl9K/Manifest.toml` [da404889] + ARFFFiles v1.5.0 [d1d4a3ce] + BitFlags v0.1.9 [336ed68f] + CSV v0.10.15 [324d7699] + CategoricalArrays v0.10.8 [af321ab8] + CategoricalDistributions v0.1.15 [944b1d66] + CodecZlib v0.7.8 [3da002f7] + ColorTypes v0.12.1 [861a8166] + Combinatorics v1.0.3 [ed09eef8] + ComputationalResources v0.3.2 [f0e56b4a] + ConcurrentUtilities v2.5.0 [8f4d0f93] + Conda v1.10.2 [a8cc5b0e] + Crayons v4.1.1 [a93c6f00] + DataFrames v1.7.0 [e2d170a0] + DataValueInterfaces v1.0.0 [8bb1440f] + DelimitedFiles v1.9.1 [b4f34e82] + Distances v0.10.12 [31c24e10] + Distributions v0.25.120 [792122b4] + EarlyStopping v0.3.0 [460bff9d] + ExceptionUnwrapping v0.1.11 [e2ba6199] + ExprTools v0.1.10 [5789e2e9] + FileIO v1.17.0 [48062228] + FilePathsBase v0.9.24 [53c48c17] + FixedPointNumbers v0.8.5 ⌅ [f6369f11] ↓ ForwardDiff v1.0.1 ⇒ v0.10.38 [cd3eb016] + HTTP v1.10.17 [34004b35] + HypergeometricFunctions v0.3.28 [842dd82b] + InlineStrings v1.4.4 [41ab1584] + InvertedIndices v1.3.1 [b3c1a2ee] + IterationControl v0.5.4 [42fd0dbc] + IterativeSolvers v0.9.4 [82899510] + IteratorInterfaceExtensions v1.0.0 [682c06a0] + JSON v0.21.4 [b964fa9f] + LaTeXStrings v1.4.0 [a5e1c1ea] + LatinHypercubeSampling v1.9.0 [7a12625a] + LinearMaps v3.11.4 [e6f89c97] + LoggingExtras v1.1.0 ⌅ [30fc2ffe] + LossFunctions v0.11.2 ⌅ [64a0f543] + MLFlowClient v0.4.7 ⌅ [add582a8] + MLJ v0.19.5 ⌅ [a7f614a8] + MLJBase v0.21.14 ⌅ [50ed68f4] + MLJEnsembles v0.3.3 ⌅ [7b7b8358] + MLJFlow v0.1.1 ⌅ [614be32b] + MLJIteration v0.5.1 [6ee0df7b] + MLJLinearModels v0.10.1 [e80e1ace] + MLJModelInterface v1.11.1 ⌅ [d491faf4] + MLJModels v0.16.17 ⌅ [03970b2e] + MLJTuning v0.7.4 [739be429] + MbedTLS v1.1.9 [78c3b35d] + Mocking v0.8.1 [8b6db2d4] + OpenML v0.3.2 [4d8831e6] + OpenSSL v1.5.0 [90014a1f] + PDMats v0.11.35 [69de0a69] + Parsers v2.8.3 [2dfb63ee] + PooledArrays v1.4.3 [aea7be01] + PrecompileTools v1.3.2 [54e16d92] + PrettyPrinting v0.4.2 [08abe8d2] + PrettyTables v2.4.0 [92933f4c] + ProgressMeter v1.10.4 [438e738f] + PyCall v1.96.4 [1fd47b50] + QuadGK v2.11.2 ⌅ [6f49c342] + RCall v0.13.18 ⌅ [df47a6cb] + RData v0.8.3 [ce6b1742] + RDatasets v0.7.7 [3cdcf5f2] + RecipesBase v1.3.4 [189a3867] + Reexport v1.2.2 [05181044] + RelocatableFolders v1.0.1 [79098fc4] + Rmath v0.8.0 [321657f4] + ScientificTypes v3.1.0 [30f210dd] + ScientificTypesBase v3.0.0 [6c6a2e73] + Scratch v1.3.0 [91c51154] + SentinelArrays v1.4.8 [1277b4bf] + ShiftedArrays v2.0.0 [605ecd9f] + ShowCases v0.1.0 [777ac1f9] + SimpleBufferStream v1.2.0 [860ef19b] + StableRNGs v1.0.3 [64bff920] + StatisticalTraits v3.4.0 [4c63d2b9] + StatsFuns v1.5.0 [3eaba693] + StatsModels v0.7.4 [892a3eda] + StringManipulation v0.4.1 [dc5dba14] + TZJData v1.5.0+2025b [3783bdb8] + TableTraits v1.0.1 [bd369af6] + Tables v1.12.1 [f269a46b] + TimeZones v1.21.3 [3bb67fe8] + TranscodingStreams v0.11.3 [5c2747f8] + URIs v1.6.1 [81def892] + VersionParsing v1.3.0 [ea10d353] + WeakRefStrings v1.4.2 [1b915085] + WinReg v1.0.0 [76eceee3] + WorkerUtilities v1.6.1 [c8ffd9c3] + MbedTLS_jll v2.28.6+2 [f50d1b31] + Rmath_jll v0.5.1+0 [0dad84c5] + ArgTools v1.1.2 [f43a241f] ~ Downloads ⇒ v1.7.0 [7b1f6079] + FileWatching v1.11.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [56ddb016] + Logging v1.11.0 [a63ad114] + Mmap v1.11.0 [ca575930] + NetworkOptions v1.3.0 [44cfe95a] + Pkg v1.13.0 [3fa0cd96] + REPL v1.11.0 [4607b0f0] + SuiteSparse [a4e569a6] + Tar v1.10.0 [8dfed614] ~ Test ⇒ v1.11.0 [deac9b47] + LibCURL_jll v8.14.1+1 [e37daf67] + LibGit2_jll v1.9.1+0 [29816b5a] + LibSSH2_jll v1.11.3+1 [14a3606d] + MozillaCACerts_jll v2025.5.20 [458c3c95] + OpenSSL_jll v3.5.0+0 [efcefdf7] + PCRE2_jll v10.45.0+0 [83775a58] + Zlib_jll v1.3.1+2 [8e850ede] + nghttp2_jll v1.65.0+0 [3f19e933] + p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. To see why use `status --outdated -m` Test Successfully re-resolved Status `/tmp/jl_vbfl9K/Project.toml` [336ed68f] CSV v0.10.15 [a93c6f00] DataFrames v1.7.0 [8bb1440f] DelimitedFiles v1.9.1 ⌅ [f6369f11] ForwardDiff v0.10.38 ⌅ [add582a8] MLJ v0.19.5 ⌅ [a7f614a8] MLJBase v0.21.14 [6ee0df7b] MLJLinearModels v0.10.1 [429524aa] Optim v1.13.2 [438e738f] PyCall v1.96.4 ⌅ [6f49c342] RCall v0.13.18 [ce6b1742] RDatasets v0.7.7 [860ef19b] StableRNGs v1.0.3 [f43a241f] Downloads v1.7.0 [37e2e46d] LinearAlgebra v1.12.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_vbfl9K/Manifest.toml` [47edcb42] ADTypes v1.15.0 [da404889] ARFFFiles v1.5.0 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [4fba245c] ArrayInterface v7.19.0 [d1d4a3ce] BitFlags v0.1.9 [336ed68f] CSV v0.10.15 [324d7699] CategoricalArrays v0.10.8 [af321ab8] CategoricalDistributions v0.1.15 [944b1d66] CodecZlib v0.7.8 [3da002f7] ColorTypes v0.12.1 [861a8166] Combinatorics v1.0.3 [bbf7d656] CommonSubexpressions 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InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.4 [b3c1a2ee] IterationControl v0.5.4 [42fd0dbc] IterativeSolvers v0.9.4 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.0 [682c06a0] JSON v0.21.4 [b964fa9f] LaTeXStrings v1.4.0 [a5e1c1ea] LatinHypercubeSampling v1.9.0 [d3d80556] LineSearches v7.4.0 [7a12625a] LinearMaps v3.11.4 [2ab3a3ac] LogExpFunctions v0.3.29 [e6f89c97] LoggingExtras v1.1.0 ⌅ [30fc2ffe] LossFunctions v0.11.2 ⌅ [64a0f543] MLFlowClient v0.4.7 ⌅ [add582a8] MLJ v0.19.5 ⌅ [a7f614a8] MLJBase v0.21.14 ⌅ [50ed68f4] MLJEnsembles v0.3.3 ⌅ [7b7b8358] MLJFlow v0.1.1 ⌅ [614be32b] MLJIteration v0.5.1 [6ee0df7b] MLJLinearModels v0.10.1 [e80e1ace] MLJModelInterface v1.11.1 ⌅ [d491faf4] MLJModels v0.16.17 ⌅ [03970b2e] MLJTuning v0.7.4 [1914dd2f] MacroTools v0.5.16 [739be429] MbedTLS v1.1.9 [e1d29d7a] Missings v1.2.0 [78c3b35d] Mocking v0.8.1 [d41bc354] NLSolversBase v7.10.0 [77ba4419] NaNMath v1.1.3 [8b6db2d4] OpenML v0.3.2 [4d8831e6] OpenSSL v1.5.0 [429524aa] Optim v1.13.2 [bac558e1] OrderedCollections v1.8.1 [90014a1f] PDMats v0.11.35 [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.3 [2dfb63ee] PooledArrays v1.4.3 [85a6dd25] PositiveFactorizations v0.2.4 [aea7be01] PrecompileTools v1.3.2 [21216c6a] Preferences v1.4.3 [54e16d92] PrettyPrinting v0.4.2 [08abe8d2] PrettyTables v2.4.0 [92933f4c] ProgressMeter v1.10.4 [43287f4e] PtrArrays v1.3.0 [438e738f] PyCall v1.96.4 [1fd47b50] QuadGK v2.11.2 ⌅ [6f49c342] RCall v0.13.18 ⌅ [df47a6cb] RData v0.8.3 [ce6b1742] RDatasets v0.7.7 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [05181044] RelocatableFolders v1.0.1 [ae029012] Requires v1.3.1 [79098fc4] Rmath v0.8.0 [321657f4] ScientificTypes v3.1.0 [30f210dd] ScientificTypesBase v3.0.0 [6c6a2e73] Scratch v1.3.0 [91c51154] SentinelArrays v1.4.8 [efcf1570] Setfield v1.1.2 [1277b4bf] ShiftedArrays v2.0.0 [605ecd9f] ShowCases v0.1.0 [777ac1f9] SimpleBufferStream v1.2.0 [a2af1166] SortingAlgorithms v1.2.1 [276daf66] SpecialFunctions v2.5.1 [860ef19b] StableRNGs v1.0.3 [1e83bf80] StaticArraysCore v1.4.3 [64bff920] StatisticalTraits v3.4.0 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.1 [2913bbd2] StatsBase v0.34.5 [4c63d2b9] StatsFuns v1.5.0 [3eaba693] StatsModels v0.7.4 [892a3eda] StringManipulation v0.4.1 [dc5dba14] TZJData v1.5.0+2025b [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.12.1 [f269a46b] TimeZones v1.21.3 [3bb67fe8] TranscodingStreams v0.11.3 [5c2747f8] URIs v1.6.1 [3a884ed6] UnPack v1.0.2 [81def892] VersionParsing v1.3.0 [ea10d353] WeakRefStrings v1.4.2 [1b915085] WinReg v1.0.0 [76eceee3] WorkerUtilities v1.6.1 [c8ffd9c3] MbedTLS_jll v2.28.6+2 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [0dad84c5] ArgTools v1.1.2 [56f22d72] Artifacts v1.11.0 [2a0f44e3] Base64 v1.11.0 [ade2ca70] Dates v1.11.0 [8ba89e20] Distributed v1.11.0 [f43a241f] Downloads v1.7.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [ac6e5ff7] JuliaSyntaxHighlighting v1.12.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.12.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.3.0 [44cfe95a] Pkg v1.13.0 [de0858da] Printf v1.11.0 [3fa0cd96] REPL v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.12.0 [f489334b] StyledStrings v1.11.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test v1.11.0 [cf7118a7] UUIDs v1.11.0 [4ec0a83e] Unicode v1.11.0 [e66e0078] CompilerSupportLibraries_jll v1.3.0+1 [deac9b47] LibCURL_jll v8.14.1+1 [e37daf67] LibGit2_jll v1.9.1+0 [29816b5a] LibSSH2_jll v1.11.3+1 [14a3606d] MozillaCACerts_jll v2025.5.20 [4536629a] OpenBLAS_jll v0.3.29+0 [05823500] OpenLibm_jll v0.8.5+0 [458c3c95] OpenSSL_jll v3.5.0+0 [efcefdf7] PCRE2_jll v10.45.0+0 [bea87d4a] SuiteSparse_jll v7.10.1+0 [83775a58] Zlib_jll v1.3.1+2 [8e850b90] libblastrampoline_jll v5.13.1+0 [8e850ede] nghttp2_jll v1.65.0+0 [3f19e933] p7zip_jll v17.5.0+2 Info Packages marked with ⌅ have new versions available but compatibility constraints restrict them from upgrading. Testing Running tests... Precompiling packages... 85489.8 ms ✓ DataFrames 1 dependency successfully precompiled in 86 seconds. 34 already precompiled. Precompiling packages... 3593.2 ms ✓ CategoricalArrays → CategoricalArraysRecipesBaseExt 4736.8 ms ✓ ARFFFiles 3164.5 ms ✓ LatinHypercubeSampling 1361.3 ms ✓ CategoricalArrays → CategoricalArraysJSONExt 3121.7 ms ✓ StatsFuns 7353.6 ms ✓ MLFlowClient 13219.1 ms ✓ OpenML 11187.2 ms ✓ Distributions 4627.7 ms ✓ Distributions → DistributionsTestExt 8196.6 ms ✓ ScientificTypes 7919.4 ms ✓ CategoricalDistributions 31147.6 ms ✓ MLJBase 25725.8 ms ✓ MLJModels 11784.8 ms ✓ MLJIteration 14645.1 ms ✓ MLJFlow 10835.5 ms ✓ MLJTuning 10606.0 ms ✓ MLJEnsembles 17877.0 ms ✓ MLJ 18 dependencies successfully precompiled in 193 seconds. 121 already precompiled. Precompiling packages... 4984.3 ms ✓ CategoricalArrays → CategoricalArraysSentinelArraysExt 1 dependency successfully precompiled in 5 seconds. 11 already precompiled. Precompiling packages... 1111.4 ms ✓ InlineStrings → ParsersExt 1 dependency successfully precompiled in 1 seconds. 9 already precompiled. == UTILS == Test Summary: | Pass Total Time Checks | 4 4 3.3s Test Summary: | Pass Total Time Augment | 2 2 0.4s Test Summary: | Pass Total Time Apply | 8 8 6.1s Test Summary: | Pass Total Time Sigmoid | 13 13 0.1s Test Summary: | Pass Total Time Hat matrix | 1 1 10.3s Test Summary: | Pass Total Time Soft-thresh | 1 1 2.2s Test Summary: | Pass Total Time Clip | 2 2 1.5s == LOSS-PENALTY == > generic < Test Summary: | Pass Total Time LPCost basics | 11 11 1.1s Test Summary: | Pass Total Time Comp LPs | 30 30 6.5s Test Summary: | Pass Total Time Compose | 19 19 0.4s Test Summary: | Pass Total Time Logistic | 1 1 0.9s Test Summary: | Pass Total Time Multinomial | 12 12 0.6s > utils < Test Summary: | Pass Total Time elastic net | 7 7 0.3s > robust < WARNING: Method definition (::Main.var"#p1#p1##0"{δ})(Any) in module Main at /home/pkgeval/.julia/packages/MLJLinearModels/s9vSj/test/loss-penalty/robust.jl:14 overwritten at /home/pkgeval/.julia/packages/MLJLinearModels/s9vSj/test/loss-penalty/robust.jl:19. WARNING: Method definition (::Main.var"#p2#p2##0"{δ})(Any) in module Main at /home/pkgeval/.julia/packages/MLJLinearModels/s9vSj/test/loss-penalty/robust.jl:15 overwritten at /home/pkgeval/.julia/packages/MLJLinearModels/s9vSj/test/loss-penalty/robust.jl:20. WARNING: Method definition (::Main.var"#p1#p1##0"{δ})(Any) in module Main at /home/pkgeval/.julia/packages/MLJLinearModels/s9vSj/test/loss-penalty/robust.jl:19 overwritten at /home/pkgeval/.julia/packages/MLJLinearModels/s9vSj/test/loss-penalty/robust.jl:30. WARNING: Method definition (::Main.var"#p2#p2##0"{δ})(Any) in module Main at /home/pkgeval/.julia/packages/MLJLinearModels/s9vSj/test/loss-penalty/robust.jl:20 overwritten at /home/pkgeval/.julia/packages/MLJLinearModels/s9vSj/test/loss-penalty/robust.jl:31. Test Summary: | Pass Total Time Robust Loss | 7 7 5.6s == GLR == > constructors < Test Summary: | Pass Total Time Constructors | 49 49 0.9s Test Summary: | Pass Total Time Multinomial | 6 6 0.2s > utils < Test Summary: | Pass Total Time Tools | 2 2 0.5s Test Summary: | Pass Total Time Objectives | 10 10 3.0s > grads-hess < Test Summary: | Pass Total Time GH> Ridge | 4 4 2.5s Test Summary: | Pass Total Time GH> EN/Lasso | 8 8 1.8s WARNING: Method definition logsigmoid(Any) in module Main at /home/pkgeval/.julia/packages/MLJLinearModels/s9vSj/test/glr/grad-hess-prox.jl:109 overwritten at /home/pkgeval/.julia/packages/MLJLinearModels/s9vSj/test/glr/grad-hess-prox.jl:144. WARNING: Method definition objective2(Any) in module Main at /home/pkgeval/.julia/packages/MLJLinearModels/s9vSj/test/glr/grad-hess-prox.jl:110 overwritten at /home/pkgeval/.julia/packages/MLJLinearModels/s9vSj/test/glr/grad-hess-prox.jl:145. Test Summary: | Pass Total Time GH> LogitL2 | 16 16 26.5s Test Summary: | Pass Total Time GH> MultinL2 | 6 6 13.6s Test Summary: | Pass Total Time GH> Huber | 13 13 7.3s == FIT == > ols-ridge-lasso-elnet < Test Summary: | Pass Total Time linreg | 3 3 5.2s Test Summary: | Pass Total Time ridgereg | 5 5 4.1s Test Summary: | Pass Total Time lasso | 19 19 5.0s Test Summary: | Pass Total Time elnet | 12 12 3.9s Test Summary: | Pass Total Time gramian | 2 2 0.4s > logistic & multinomial < Test Summary: | Pass Total Time Logreg | 13 13 21.3s Test Summary: | Pass Total Time Multinomial | 9 9 3.8s Test Summary: | Pass Total Time Logreg/EN | 9 9 7.7s Test Summary: | Pass Total Time Multin/EN | 8 8 8.6s > robust < Test Summary: | Pass Total Time HuberReg | 17 17 11.3s Test Summary: | Pass Total Time AndrewsReg | 6 6 9.6s Test Summary: | Pass Total Time BisquareReg | 6 6 9.9s Test Summary: | Pass Total Time LogisticReg | 6 6 9.0s Test Summary: | Pass Total Time FairReg | 6 6 9.5s Test Summary: | Pass Total Time TalwarReg | 6 6 10.4s Test Summary: | Pass Total Time Robust+L1 | 6 6 4.9s > quantile & LAD < Test Summary: | Pass Total Time QuantileReg | 11 11 9.7s Test Summary: | Pass Total Time LAD+L1 | 5 5 3.9s == MLJ == > metadata < Test Summary: | Pass Total Time meta-pkg | 5 5 0.0s Test Summary: | Pass Total Time meta-reg | 5 5 4.4s Test Summary: | Pass Total Time meta-clf | 5 5 0.2s > fit-predict < ┌ Info: Solver: Analytical │ iterative: Bool false └ max_inner: Int64 200 Test Summary: | Pass Total Time ridge-reg | 2 2 5.7s ┌ Info: Solver: LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() Test Summary: | Pass Total Time logistic | 1 1 32.6s ┌ Info: Solver: LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(MultinomialClassifier(lambda = 0.5, …), …). ┌ Info: Solver: LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() Test Summary: | Pass Total Time multinomial | 2 2 27.3s Test Summary: | Pass Total Time String-Symbol | 3 3 0.0s [ Info: Training machine(LogisticClassifier(lambda = 2.220446049250313e-16, …), …). ┌ Info: Solver: LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() Test Summary: | Pass Total Time Logistic-m | 1 1 7.2s Test Summary: | Pass Total Time Fitting a classifier with verbosity=1 | 1 1 18.5s > extras < ┌ Warning: horizontal concatenation of data frame with a vector is deprecated. Pass DataFrame(x1=x) instead. │ caller = #hcat#133 at abstractdataframe.jl:1640 [inlined] └ @ Core ~/.julia/packages/DataFrames/kcA9R/src/abstractdataframe/abstractdataframe.jl:1640 [ Info: Training machine(LogisticClassifier(lambda = 2.220446049250313e-16, …), …). ┌ Info: Solver: LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(LogisticClassifier(lambda = 2.220446049250313e-16, …), …). ┌ Info: Solver: LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() Test Summary: | Pass Total Time Levels | 2 2 48.3s [ Info: Training machine(MultinomialClassifier(lambda = 2.220446049250313e-16, …), …). ┌ Info: Solver: LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() Test Summary: | Total Time Binary | 0 4.6s [ Info: Training machine(MultinomialClassifier(lambda = 2.220446049250313e-16, …), …). ┌ Info: Solver: LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() [ Info: Training machine(LogisticClassifier(lambda = 2.220446049250313e-16, …), …). ┌ Info: Solver: LBFGS{Optim.Options{Float64, Nothing}, @NamedTuple{}} │ optim_options: Optim.Options{Float64, Nothing} └ lbfgs_options: @NamedTuple{} NamedTuple() Test Summary: | Pass Total Time Crabs | 2 2 9.7s == MISC == > benchmarks < Testing MLJLinearModels tests passed Testing completed after 717.42s PkgEval succeeded after 1095.62s