Package evaluation of SoleModels on Julia 1.11.4 (a71dd056e0*) started at 2025-04-08T20:20:25.951 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.75s ################################################################################ # Installation # Installing SoleModels... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [4249d9c7] + SoleModels v0.10.0 Updating `~/.julia/environments/v1.11/Manifest.toml` [1520ce14] + AbstractTrees v0.4.5 [79e6a3ab] + Adapt v4.3.0 [66dad0bd] + AliasTables v1.1.3 [ec485272] + ArnoldiMethod v0.4.0 [4fba245c] + ArrayInterface v7.18.0 [6e4b80f9] + BenchmarkTools v1.6.0 [d1d4a3ce] + BitFlags v0.1.9 [336ed68f] + CSV v0.10.15 ⌅ [acdeb78f] + Catch22 v0.5.2 [324d7699] + CategoricalArrays v0.10.8 [da1fd8a2] + CodeTracking v1.3.9 [944b1d66] + CodecZlib v0.7.8 [3da002f7] + ColorTypes v0.12.1 [34da2185] + Compat v4.16.0 [f0e56b4a] + ConcurrentUtilities v2.5.0 [187b0558] + ConstructionBase v1.5.8 [a8cc5b0e] + Crayons v4.1.1 [9a962f9c] + DataAPI v1.16.0 [a93c6f00] + DataFrames v1.7.0 [864edb3b] + DataStructures v0.18.22 [e2d170a0] + DataValueInterfaces v1.0.0 [e7dc6d0d] + DataValues v0.4.13 [8bb1440f] + DelimitedFiles v1.9.1 [85a47980] + Dictionaries v0.4.5 [0703355e] + DimensionalData v0.29.15 [31c24e10] + Distributions v0.25.118 [ffbed154] + DocStringExtensions v0.9.4 [460bff9d] + ExceptionUnwrapping v0.1.11 [411431e0] + Extents v0.1.5 [48062228] + FilePathsBase v0.9.24 [1a297f60] + FillArrays v1.13.0 [53c48c17] + FixedPointNumbers v0.8.5 [069b7b12] + FunctionWrappers v1.1.3 [86223c79] + Graphs v1.12.1 [cd3eb016] + HTTP v1.10.15 [34004b35] + HypergeometricFunctions v0.3.28 [313cdc1a] + Indexing v1.1.1 [d25df0c9] + Inflate v0.1.5 [842dd82b] + InlineStrings v1.4.3 [85a1e053] + Interfaces v0.3.2 [8197267c] + IntervalSets v0.7.10 [41ab1584] + InvertedIndices v1.3.1 [92d709cd] + IrrationalConstants v0.2.4 [c8e1da08] + IterTools v1.10.0 [1c8ee90f] + IterableTables v1.0.0 [82899510] + IteratorInterfaceExtensions v1.0.0 [692b3bcd] + JLLWrappers v1.7.0 [682c06a0] + JSON v0.21.4 [aa1ae85d] + JuliaInterpreter v0.9.42 [b964fa9f] + LaTeXStrings v1.4.0 [50d2b5c4] + Lazy v0.15.1 [2ab3a3ac] + LogExpFunctions v0.3.29 [e6f89c97] + LoggingExtras v1.1.0 [6f1432cf] + LoweredCodeUtils v3.1.0 [e80e1ace] + MLJModelInterface v1.11.0 [1914dd2f] + MacroTools v0.5.15 [739be429] + MbedTLS v1.1.9 [e1d29d7a] + Missings v1.2.0 ⌃ [8cc5100c] + MultiData v0.1.2 [4d8831e6] + OpenSSL v1.4.3 [bac558e1] + OrderedCollections v1.8.0 [90014a1f] + PDMats v0.11.33 [69de0a69] + Parsers v2.8.1 [2dfb63ee] + PooledArrays v1.4.3 ⌅ [aea7be01] + PrecompileTools v1.2.1 [21216c6a] + Preferences v1.4.3 [08abe8d2] + PrettyTables v2.4.0 [33c8b6b6] + ProgressLogging v0.1.4 [92933f4c] + ProgressMeter v1.10.4 [43287f4e] + PtrArrays v1.3.0 [1fd47b50] + QuadGK v2.11.2 [1a8c2f83] + Query v1.0.0 [2aef5ad7] + QueryOperators v0.9.3 [3cdcf5f2] + RecipesBase v1.3.4 [189a3867] + Reexport v1.2.2 [ae029012] + Requires v1.3.1 [295af30f] + Revise v3.7.3 [79098fc4] + Rmath v0.8.0 [321657f4] + ScientificTypes v3.1.0 [30f210dd] + ScientificTypesBase v3.0.0 [91c51154] + SentinelArrays v1.4.8 [777ac1f9] + SimpleBufferStream v1.2.0 [699a6c99] + SimpleTraits v0.9.4 ⌅ [4475fa32] + SoleBase v0.12.4 ⌃ [123f1ae1] + SoleData v0.16.0 ⌅ [b002da8f] + SoleLogics v0.11.0 [4249d9c7] + SoleModels v0.10.0 [a2af1166] + SortingAlgorithms v1.2.1 [276daf66] + SpecialFunctions v2.5.0 [90137ffa] + StaticArrays v1.9.13 [1e83bf80] + StaticArraysCore v1.4.3 [64bff920] + StatisticalTraits v3.4.0 [10745b16] + Statistics v1.11.1 [82ae8749] + StatsAPI v1.7.0 [2913bbd2] + StatsBase v0.34.4 [4c63d2b9] + StatsFuns v1.4.0 [892a3eda] + StringManipulation v0.4.1 [fd094767] + Suppressor v0.2.8 [5e66a065] + TableShowUtils v0.2.6 [3783bdb8] + TableTraits v1.0.1 [382cd787] + TableTraitsUtils v1.0.2 [bd369af6] + Tables v1.12.0 [4239201d] + ThreadSafeDicts v0.1.6 ⌅ [f3112013] + TimeseriesFeatures v0.4.4 [3bb67fe8] + TranscodingStreams v0.11.3 [5c2747f8] + URIs v1.5.2 [2fbcfb34] + UniqueVectors v1.2.0 [ea10d353] + WeakRefStrings v1.4.2 [76eceee3] + WorkerUtilities v1.6.1 [a5390f91] + ZipFile v0.10.1 [458c3c95] + OpenSSL_jll v3.0.16+0 [efe28fd5] + OpenSpecFun_jll v0.5.6+0 [f50d1b31] + Rmath_jll v0.5.1+0 ⌅ [8a07c0c5] + catch22_jll v0.4.0+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 v1.6.0 [7b1f6079] + FileWatching v1.11.0 [9fa8497b] + Future v1.11.0 [b77e0a4c] + InteractiveUtils v1.11.0 [b27032c2] + LibCURL v0.6.4 [76f85450] + LibGit2 v1.11.0 [8f399da3] + Libdl v1.11.0 [37e2e46d] + LinearAlgebra v1.11.0 [56ddb016] + Logging v1.11.0 [d6f4376e] + Markdown v1.11.0 [a63ad114] + Mmap v1.11.0 [ca575930] + NetworkOptions v1.2.0 [44cfe95a] + Pkg v1.11.0 [de0858da] + Printf v1.11.0 [9abbd945] + Profile v1.11.0 [3fa0cd96] + REPL v1.11.0 [9a3f8284] + Random v1.11.0 [ea8e919c] + SHA v0.7.0 [9e88b42a] + Serialization v1.11.0 [1a1011a3] + SharedArrays v1.11.0 [6462fe0b] + Sockets v1.11.0 [2f01184e] + SparseArrays v1.11.0 [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 v1.1.1+0 [deac9b47] + LibCURL_jll v8.6.0+0 [e37daf67] + LibGit2_jll v1.7.2+0 [29816b5a] + LibSSH2_jll v1.11.0+1 [c8ffd9c3] + MbedTLS_jll v2.28.6+0 [14a3606d] + MozillaCACerts_jll v2023.12.12 [4536629a] + OpenBLAS_jll v0.3.27+1 [05823500] + OpenLibm_jll v0.8.5+0 [bea87d4a] + SuiteSparse_jll v7.7.0+0 [83775a58] + Zlib_jll v1.2.13+1 [8e850b90] + libblastrampoline_jll v5.11.0+0 [8e850ede] + nghttp2_jll v1.59.0+0 [3f19e933] + p7zip_jll v17.4.0+2 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m` Installation completed after 5.06s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 348.02s ################################################################################ # Testing # Testing SoleModels Status `/tmp/jl_CMZZW6/Project.toml` [1520ce14] AbstractTrees v0.4.5 [6e4b80f9] BenchmarkTools v1.6.0 [336ed68f] CSV v0.10.15 [324d7699] CategoricalArrays v0.10.8 [a93c6f00] DataFrames v1.7.0 [864edb3b] DataStructures v0.18.22 [7806a523] DecisionTree v0.12.4 [1a297f60] FillArrays v1.13.0 [069b7b12] FunctionWrappers v1.1.3 [86223c79] Graphs v1.12.1 [cd3eb016] HTTP v1.10.15 [c8e1da08] IterTools v1.10.0 [50d2b5c4] Lazy v0.15.1 [add582a8] MLJ v0.20.7 ⌃ [a7f614a8] MLJBase v1.7.0 [c6f25543] MLJDecisionTreeInterface v0.4.2 [54119dfa] MLJXGBoostInterface v0.3.12 ⌃ [8cc5100c] MultiData v0.1.2 [08abe8d2] PrettyTables v2.4.0 [92933f4c] ProgressMeter v1.10.4 [189a3867] Reexport v1.2.2 [295af30f] Revise v3.7.3 ⌅ [4475fa32] SoleBase v0.12.4 ⌃ [123f1ae1] SoleData v0.16.0 ⌅ [b002da8f] SoleLogics v0.11.0 [4249d9c7] SoleModels v0.10.0 [2913bbd2] StatsBase v0.34.4 [fd094767] Suppressor v0.2.8 [bd369af6] Tables v1.12.0 [4239201d] ThreadSafeDicts v0.1.6 [009559a3] XGBoost v2.5.1 [a5390f91] ZipFile v0.10.1 [b77e0a4c] InteractiveUtils v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_CMZZW6/Manifest.toml` [da404889] ARFFFiles v1.5.0 [1520ce14] AbstractTrees v0.4.5 [7d9f7c33] Accessors v0.1.42 [79e6a3ab] Adapt v4.3.0 [66dad0bd] AliasTables v1.1.3 [dce04be8] ArgCheck v2.5.0 [ec485272] ArnoldiMethod v0.4.0 [4fba245c] ArrayInterface v7.18.0 [a9b6321e] Atomix v1.1.1 [198e06fe] BangBang v0.4.4 [9718e550] Baselet v0.1.1 [6e4b80f9] BenchmarkTools v1.6.0 [d1d4a3ce] BitFlags v0.1.9 [fa961155] CEnum v0.5.0 [336ed68f] CSV v0.10.15 ⌅ [acdeb78f] Catch22 v0.5.2 [324d7699] CategoricalArrays v0.10.8 [af321ab8] CategoricalDistributions v0.1.15 [d360d2e6] ChainRulesCore v1.25.1 [da1fd8a2] CodeTracking v1.3.9 [944b1d66] CodecZlib v0.7.8 [3da002f7] ColorTypes v0.12.1 [861a8166] Combinatorics v1.0.2 [34da2185] Compat v4.16.0 [a33af91c] CompositionsBase v0.1.2 [ed09eef8] ComputationalResources v0.3.2 [f0e56b4a] ConcurrentUtilities v2.5.0 [187b0558] ConstructionBase v1.5.8 [6add18c4] ContextVariablesX v0.1.3 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [a93c6f00] DataFrames v1.7.0 [864edb3b] DataStructures v0.18.22 [e2d170a0] DataValueInterfaces v1.0.0 [e7dc6d0d] DataValues v0.4.13 [7806a523] DecisionTree v0.12.4 [244e2a9f] DefineSingletons v0.1.2 [8bb1440f] DelimitedFiles v1.9.1 [85a47980] Dictionaries v0.4.5 [0703355e] DimensionalData v0.29.15 [b4f34e82] Distances v0.10.12 [31c24e10] Distributions v0.25.118 [ffbed154] DocStringExtensions v0.9.4 [792122b4] EarlyStopping v0.3.0 [460bff9d] ExceptionUnwrapping v0.1.11 [411431e0] Extents v0.1.5 [cc61a311] FLoops v0.2.2 [b9860ae5] FLoopsBase v0.1.1 [33837fe5] FeatureSelection v0.2.2 [48062228] FilePathsBase v0.9.24 [1a297f60] FillArrays v1.13.0 [53c48c17] FixedPointNumbers v0.8.5 [069b7b12] FunctionWrappers v1.1.3 [46192b85] GPUArraysCore v0.2.0 [86223c79] Graphs v1.12.1 [cd3eb016] HTTP v1.10.15 [076d061b] HashArrayMappedTries v0.2.0 [34004b35] HypergeometricFunctions v0.3.28 [313cdc1a] Indexing v1.1.1 [d25df0c9] Inflate v0.1.5 [22cec73e] InitialValues v0.3.1 [842dd82b] InlineStrings v1.4.3 [85a1e053] Interfaces v0.3.2 [8197267c] IntervalSets v0.7.10 [3587e190] InverseFunctions v0.1.17 [41ab1584] InvertedIndices v1.3.1 [92d709cd] IrrationalConstants v0.2.4 [c8e1da08] IterTools v1.10.0 [1c8ee90f] IterableTables v1.0.0 [b3c1a2ee] IterationControl v0.5.4 [82899510] IteratorInterfaceExtensions v1.0.0 [692b3bcd] JLLWrappers v1.7.0 [682c06a0] JSON v0.21.4 [0f8b85d8] JSON3 v1.14.2 [aa1ae85d] JuliaInterpreter v0.9.42 [b14d175d] JuliaVariables v0.2.4 [63c18a36] KernelAbstractions v0.9.34 [b964fa9f] LaTeXStrings v1.4.0 [a5e1c1ea] LatinHypercubeSampling v1.9.0 [50d2b5c4] Lazy v0.15.1 ⌅ [92ad9a40] LearnAPI v0.1.0 [2ab3a3ac] LogExpFunctions v0.3.29 [e6f89c97] LoggingExtras v1.1.0 [6f1432cf] LoweredCodeUtils v3.1.0 [c2834f40] MLCore v1.0.0 ⌅ [64a0f543] MLFlowClient v0.5.1 [add582a8] MLJ v0.20.7 [45f359ea] MLJBalancing v0.1.5 ⌃ [a7f614a8] MLJBase v1.7.0 [c6f25543] MLJDecisionTreeInterface v0.4.2 [50ed68f4] MLJEnsembles v0.4.3 [7b7b8358] MLJFlow v0.5.0 [614be32b] MLJIteration v0.6.3 [e80e1ace] MLJModelInterface v1.11.0 [d491faf4] MLJModels v0.17.9 [03970b2e] MLJTuning v0.8.8 [54119dfa] MLJXGBoostInterface v0.3.12 [d8e11817] MLStyle v0.4.17 [f1d291b0] MLUtils v0.4.8 [1914dd2f] MacroTools v0.5.15 [739be429] MbedTLS v1.1.9 [128add7d] MicroCollections v0.2.0 [e1d29d7a] Missings v1.2.0 ⌃ [8cc5100c] MultiData v0.1.2 [872c559c] NNlib v0.9.30 [71a1bf82] NameResolution v0.1.5 [8b6db2d4] OpenML v0.3.2 [4d8831e6] OpenSSL v1.4.3 [bac558e1] OrderedCollections v1.8.0 [90014a1f] PDMats v0.11.33 [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.1 [2dfb63ee] PooledArrays v1.4.3 ⌅ [aea7be01] PrecompileTools v1.2.1 [21216c6a] Preferences v1.4.3 [8162dcfd] PrettyPrint v0.2.0 [54e16d92] PrettyPrinting v0.4.2 [08abe8d2] PrettyTables v2.4.0 [33c8b6b6] ProgressLogging v0.1.4 [92933f4c] ProgressMeter v1.10.4 [43287f4e] PtrArrays v1.3.0 [1fd47b50] QuadGK v2.11.2 [1a8c2f83] Query v1.0.0 [2aef5ad7] QueryOperators v0.9.3 [3cdcf5f2] RecipesBase v1.3.4 [189a3867] Reexport v1.2.2 [05181044] RelocatableFolders v1.0.1 [ae029012] Requires v1.3.1 [295af30f] Revise v3.7.3 [79098fc4] Rmath v0.8.0 [321657f4] ScientificTypes v3.1.0 [30f210dd] ScientificTypesBase v3.0.0 [6e75b9c4] ScikitLearnBase v0.5.0 [7e506255] ScopedValues v1.3.0 [6c6a2e73] Scratch v1.2.1 [91c51154] SentinelArrays v1.4.8 [efcf1570] Setfield v1.1.2 [605ecd9f] ShowCases v0.1.0 [777ac1f9] SimpleBufferStream v1.2.0 [699a6c99] SimpleTraits v0.9.4 ⌅ [4475fa32] SoleBase v0.12.4 ⌃ [123f1ae1] SoleData v0.16.0 ⌅ [b002da8f] SoleLogics v0.11.0 [4249d9c7] SoleModels v0.10.0 [a2af1166] SortingAlgorithms v1.2.1 [a0a7dd2c] SparseMatricesCSR v0.6.9 [276daf66] SpecialFunctions v2.5.0 [171d559e] SplittablesBase v0.1.15 [860ef19b] StableRNGs v1.0.2 [90137ffa] StaticArrays v1.9.13 [1e83bf80] StaticArraysCore v1.4.3 ⌅ [a19d573c] StatisticalMeasures v0.1.7 [c062fc1d] StatisticalMeasuresBase v0.1.2 [64bff920] StatisticalTraits v3.4.0 [10745b16] Statistics v1.11.1 [82ae8749] StatsAPI v1.7.0 [2913bbd2] StatsBase v0.34.4 [4c63d2b9] StatsFuns v1.4.0 [892a3eda] StringManipulation v0.4.1 [856f2bd8] StructTypes v1.11.0 [fd094767] Suppressor v0.2.8 [5e66a065] TableShowUtils v0.2.6 [3783bdb8] TableTraits v1.0.1 [382cd787] TableTraitsUtils v1.0.2 [bd369af6] Tables v1.12.0 [4239201d] ThreadSafeDicts v0.1.6 ⌅ [f3112013] TimeseriesFeatures v0.4.4 [3bb67fe8] TranscodingStreams v0.11.3 [28d57a85] Transducers v0.4.84 [5c2747f8] URIs v1.5.2 [3a884ed6] UnPack v1.0.2 [2fbcfb34] UniqueVectors v1.2.0 [013be700] UnsafeAtomics v0.3.0 [ea10d353] WeakRefStrings v1.4.2 [76eceee3] WorkerUtilities v1.6.1 [009559a3] XGBoost v2.5.1 [a5390f91] ZipFile v0.10.1 [4ee394cb] CUDA_Driver_jll v0.12.1+1 [76a88914] CUDA_Runtime_jll v0.16.1+0 [1d63c593] LLVMOpenMP_jll v18.1.7+0 [458c3c95] OpenSSL_jll v3.0.16+0 [efe28fd5] OpenSpecFun_jll v0.5.6+0 [f50d1b31] Rmath_jll v0.5.1+0 [a5c6f535] XGBoost_jll v2.0.1+0 ⌅ [8a07c0c5] catch22_jll v0.4.0+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 v1.6.0 [7b1f6079] FileWatching v1.11.0 [9fa8497b] Future v1.11.0 [b77e0a4c] InteractiveUtils v1.11.0 [4af54fe1] LazyArtifacts v1.11.0 [b27032c2] LibCURL v0.6.4 [76f85450] LibGit2 v1.11.0 [8f399da3] Libdl v1.11.0 [37e2e46d] LinearAlgebra v1.11.0 [56ddb016] Logging v1.11.0 [d6f4376e] Markdown v1.11.0 [a63ad114] Mmap v1.11.0 [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.11.0 [de0858da] Printf v1.11.0 [9abbd945] Profile v1.11.0 [3fa0cd96] REPL v1.11.0 [9a3f8284] Random v1.11.0 [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization v1.11.0 [1a1011a3] SharedArrays v1.11.0 [6462fe0b] Sockets v1.11.0 [2f01184e] SparseArrays v1.11.0 [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 v1.1.1+0 [deac9b47] LibCURL_jll v8.6.0+0 [e37daf67] LibGit2_jll v1.7.2+0 [29816b5a] LibSSH2_jll v1.11.0+1 [c8ffd9c3] MbedTLS_jll v2.28.6+0 [14a3606d] MozillaCACerts_jll v2023.12.12 [4536629a] OpenBLAS_jll v0.3.27+1 [05823500] OpenLibm_jll v0.8.5+0 [bea87d4a] SuiteSparse_jll v7.7.0+0 [83775a58] Zlib_jll v1.2.13+1 [8e850b90] libblastrampoline_jll v5.11.0+0 [8e850ede] nghttp2_jll v1.59.0+0 [3f19e933] p7zip_jll v17.4.0+2 Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. Testing Running tests... Julia version: 1.11.4 ################################################## TEST: base.jl ################################################## TEST: misc.jl ################################################## TEST: parse.jl ################################################## TEST: juliacon2024.jl Precompiling MLJ... 1768.3 ms ✓ FeatureSelection 4110.9 ms ✓ MicroCollections 1086.8 ms ✓ BangBang → BangBangChainRulesCoreExt 1059.0 ms ✓ BangBang → BangBangTablesExt 2691.1 ms ✓ SplittablesBase 2840.3 ms ✓ MLCore 1864.1 ms ✓ Accessors → StaticArraysExt 2819.1 ms ✓ BangBang → BangBangStaticArraysExt 5458.3 ms ✓ ARFFFiles 8172.3 ms ✓ KernelAbstractions 3779.2 ms ✓ MLFlowClient 26502.1 ms ✓ MLJModels 6566.2 ms ✓ Transducers 6538.9 ms ✓ OpenML 2137.7 ms ✓ KernelAbstractions → SparseArraysExt 1711.3 ms ✓ KernelAbstractions → LinearAlgebraExt 2382.2 ms ✓ Transducers → TransducersAdaptExt 15972.9 ms ✓ FLoops 14223.2 ms ✓ NNlib 2631.6 ms ✓ NNlib → NNlibSpecialFunctionsExt 18747.7 ms ✓ MLUtils 16839.9 ms ✓ StatisticalMeasuresBase 45883.8 ms ✓ StatisticalMeasures 20336.8 ms ✓ MLJBase 14995.7 ms ✓ MLJEnsembles 9888.3 ms ✓ StatisticalMeasures → ScientificTypesExt 14452.8 ms ✓ MLJBalancing 10073.9 ms ✓ MLJBase → DefaultMeasuresExt 15785.2 ms ✓ MLJIteration 14154.4 ms ✓ MLJTuning 13302.6 ms ✓ MLJFlow 23261.0 ms ✓ MLJ 32 dependencies successfully precompiled in 339 seconds. 173 already precompiled. Precompiling BangBangDataFramesExt... 4824.6 ms ✓ BangBang → BangBangDataFramesExt 1 dependency successfully precompiled in 6 seconds. 45 already precompiled. Precompiling TransducersDataFramesExt... 4718.2 ms ✓ Transducers → TransducersDataFramesExt 1 dependency successfully precompiled in 6 seconds. 61 already precompiled. Precompiling MLJDecisionTreeInterface... 5142.4 ms ✓ MLJDecisionTreeInterface 1 dependency successfully precompiled in 5 seconds. 22 already precompiled. [ Info: For silent loading, specify `verbosity=0`. import MLJDecisionTreeInterface ✔ [ Info: Training machine(DecisionTreeClassifier(max_depth = -1, …), …). ▣ petal_width < 0.75 ├✔ 1 └✘ petal_length < 4.85 ├✔ petal_width < 1.65 │ ├✔ 2 │ └✘ sepal_width < 3.1 │ ├✔ 3 │ └✘ 2 └✘ petal_width < 1.75 ├✔ petal_length < 5.05 │ ├✔ sepal_length < 6.15 │ │ ├✔ 3 │ │ └✘ 2 │ └✘ 3 └✘ 3 ┌────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┬────────────┬────────────┬──────────┬────────────┬────────────┬─────────┬────────┐ │ Antecedent │ Consequent │ ninstances │ ncovered │ coverage │ confidence │ lift │ natoms │ ├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼────────────┼────────────┼──────────┼────────────┼────────────┼─────────┼────────┤ │ (petal_width < 0.75) │ 1 │ 120 │ 40 │ 0.333333 │ 1.0 │ 3.0 │ 1 │ │ (¬petal_width < 0.75) ∧ (petal_length < 4.85) ∧ (petal_width < 1.65) │ 2 │ 120 │ 37 │ 0.308333 │ 1.0 │ 2.92683 │ 3 │ │ (¬petal_width < 0.75) ∧ (petal_length < 4.85) ∧ (¬petal_width < 1.65) ∧ (sepal_width < 3.1) │ 3 │ 120 │ 2 │ 0.0166667 │ 1.0 │ 3.07692 │ 4 │ │ (¬petal_width < 0.75) ∧ (petal_length < 4.85) ∧ (¬petal_width < 1.65) ∧ (¬sepal_width < 3.1) │ 2 │ 120 │ 1 │ 0.00833333 │ 1.0 │ 2.92683 │ 4 │ │ (¬petal_width < 0.75) ∧ (¬petal_length < 4.85) ∧ (petal_width < 1.75) ∧ (petal_length < 5.05) ∧ (sepal_length < 6.15) │ 3 │ 120 │ 1 │ 0.00833333 │ 1.0 │ 3.07692 │ 5 │ │ (¬petal_width < 0.75) ∧ (¬petal_length < 4.85) ∧ (petal_width < 1.75) ∧ (petal_length < 5.05) ∧ (¬sepal_length < 6.15) │ 2 │ 120 │ 3 │ 0.025 │ 1.0 │ 2.92683 │ 5 │ │ (¬petal_width < 0.75) ∧ (¬petal_length < 4.85) ∧ (petal_width < 1.75) ∧ (¬petal_length < 5.05) │ 3 │ 120 │ 3 │ 0.025 │ 1.0 │ 3.07692 │ 4 │ │ (¬petal_width < 0.75) ∧ (¬petal_length < 4.85) ∧ (¬petal_width < 1.75) │ 3 │ 120 │ 33 │ 0.275 │ 1.0 │ 3.07692 │ 3 │ └────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┴────────────┴────────────┴──────────┴────────────┴────────────┴─────────┴────────┘ ┌────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┬────────────┬────────────┬──────────┬────────────┬────────────┬─────────┬────────┐ │ Antecedent │ Consequent │ ninstances │ ncovered │ coverage │ confidence │ lift │ natoms │ ├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼────────────┼────────────┼──────────┼────────────┼────────────┼─────────┼────────┤ │ petal_width < 0.75 │ 1 │ 120 │ 40 │ 0.333333 │ 1.0 │ 3.0 │ 1 │ │ (¬petal_width < 0.75) ∧ (petal_length < 4.85) ∧ (petal_width < 1.65) │ 2 │ 120 │ 37 │ 0.308333 │ 1.0 │ 2.92683 │ 3 │ │ (¬petal_width < 0.75) ∧ (petal_length < 4.85) ∧ (¬petal_width < 1.65) ∧ (sepal_width < 3.1) │ 3 │ 120 │ 2 │ 0.0166667 │ 1.0 │ 3.07692 │ 4 │ │ (¬petal_width < 0.75) ∧ (petal_length < 4.85) ∧ (¬petal_width < 1.65) ∧ (¬sepal_width < 3.1) │ 2 │ 120 │ 1 │ 0.00833333 │ 1.0 │ 2.92683 │ 4 │ │ (¬petal_width < 0.75) ∧ (¬petal_length < 4.85) ∧ (petal_width < 1.75) ∧ (petal_length < 5.05) ∧ (sepal_length < 6.15) │ 3 │ 120 │ 1 │ 0.00833333 │ 1.0 │ 3.07692 │ 5 │ │ (¬petal_width < 0.75) ∧ (¬petal_length < 4.85) ∧ (petal_width < 1.75) ∧ (petal_length < 5.05) ∧ (¬sepal_length < 6.15) │ 2 │ 120 │ 3 │ 0.025 │ 1.0 │ 2.92683 │ 5 │ │ (¬petal_width < 0.75) ∧ (¬petal_length < 4.85) ∧ (petal_width < 1.75) ∧ (¬petal_length < 5.05) │ 3 │ 120 │ 3 │ 0.025 │ 1.0 │ 3.07692 │ 4 │ │ (¬petal_width < 0.75) ∧ (¬petal_length < 4.85) ∧ (¬petal_width < 1.75) │ 3 │ 120 │ 33 │ 0.275 │ 1.0 │ 3.07692 │ 3 │ └────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┴────────────┴────────────┴──────────┴────────────┴────────────┴─────────┴────────┘ ┌────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┬────────────┬────────────┬──────────┬───────────┬────────────┬─────────┬────────┬────────┐ │ Antecedent │ Consequent │ ninstances │ ncovered │ coverage │ confidence │ lift │ natoms │ height │ ├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼────────────┼────────────┼──────────┼───────────┼────────────┼─────────┼────────┼────────┤ │ petal_width < 0.75 │ 1 │ 30 │ 10 │ 0.333333 │ 1.0 │ 3.0 │ 1 │ 0 │ │ (¬petal_width < 0.75) ∧ (petal_length < 4.85) ∧ (petal_width < 1.65) │ 2 │ 30 │ 8 │ 0.266667 │ 1.0 │ 3.33333 │ 3 │ 2 │ │ (¬petal_width < 0.75) ∧ (petal_length < 4.85) ∧ (¬petal_width < 1.65) ∧ (sepal_width < 3.1) │ 3 │ 30 │ 1 │ 0.0333333 │ 1.0 │ 2.72727 │ 4 │ 4 │ │ (¬petal_width < 0.75) ∧ (petal_length < 4.85) ∧ (¬petal_width < 1.65) ∧ (¬sepal_width < 3.1) │ 2 │ 30 │ 0 │ 0.0 │ NaN │ NaN │ 4 │ 4 │ │ (¬petal_width < 0.75) ∧ (¬petal_length < 4.85) ∧ (petal_width < 1.75) ∧ (petal_length < 5.05) ∧ (sepal_length < 6.15) │ 3 │ 30 │ 0 │ 0.0 │ NaN │ NaN │ 5 │ 4 │ │ (¬petal_width < 0.75) ∧ (¬petal_length < 4.85) ∧ (petal_width < 1.75) ∧ (petal_length < 5.05) ∧ (¬sepal_length < 6.15) │ 2 │ 30 │ 0 │ 0.0 │ NaN │ NaN │ 5 │ 5 │ │ (¬petal_width < 0.75) ∧ (¬petal_length < 4.85) ∧ (petal_width < 1.75) ∧ (¬petal_length < 5.05) │ 3 │ 30 │ 1 │ 0.0333333 │ 0.0 │ 0.0 │ 4 │ 4 │ │ (¬petal_width < 0.75) ∧ (¬petal_length < 4.85) ∧ (¬petal_width < 1.75) │ 3 │ 30 │ 10 │ 0.333333 │ 1.0 │ 2.72727 │ 3 │ 3 │ └────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┴────────────┴────────────┴──────────┴───────────┴────────────┴─────────┴────────┴────────┘ ┌─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┬────────────┬────────────┬──────────┬──────────┬────────────┬─────────┬────────┐ │ Antecedent │ Consequent │ ninstances │ ncovered │ coverage │ confidence │ lift │ natoms │ ├─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼────────────┼────────────┼──────────┼──────────┼────────────┼─────────┼────────┤ │ (petal_width < 0.75) │ 1 │ 30 │ 10 │ 0.333333 │ 1.0 │ 3.0 │ 1 │ │ ((¬petal_width < 0.75) ∧ (petal_length < 4.85) ∧ (petal_width < 1.65)) │ 2 │ 30 │ 8 │ 0.266667 │ 1.0 │ 3.33333 │ 3 │ │ ((¬petal_width < 0.75) ∧ (petal_length < 4.85) ∧ (¬petal_width < 1.65) ∧ (sepal_width < 3.1)) ∨ ((¬petal_width < 0.75) ∧ (¬petal_length < 4.85) ∧ (petal_width < 1.75) ∧ (¬petal_length < 5.05)) ∨ ((¬petal_width < 0.75) ∧ (¬petal_length < 4.85) ∧ (¬petal_width < 1.75)) │ 3 │ 90 │ 12 │ 0.133333 │ 0.916667 │ 2.5 │ 11 │ └─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┴────────────┴────────────┴──────────┴──────────┴────────────┴─────────┴────────┘ ################################################## TEST: linear-form-utilities.jl ################################################## TEST: /home/pkgeval/.julia/packages/SoleModels/05y4D/pluto-demo.jl ################################################## TEST: DecisionTreeExt/tree.jl Training set size: (120, 4) - (120,) Test set size: (30, 4) - (30,) Training set type: DataFrame - CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}} Test set type: DataFrame - CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}} [ Info: For silent loading, specify `verbosity=0`. import MLJDecisionTreeInterface ✔ [ Info: Training machine(DecisionTreeClassifier(max_depth = -1, …), …). ▣ petal_width < 0.8 ├✔ setosa : (ninstances = 40, ncovered = 40, confidence = 1.0, lift = 1.0) └✘ petal_width < 1.75 ├✔ petal_length < 4.95 │ ├✔ petal_width < 1.65 │ │ ├✔ versicolor : (ninstances = 34, ncovered = 34, confidence = 1.0, lift = 1.0) │ │ └✘ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) │ └✘ petal_width < 1.55 │ ├✔ virginica : (ninstances = 3, ncovered = 3, confidence = 1.0, lift = 1.0) │ └✘ sepal_length < 6.95 │ ├✔ versicolor : (ninstances = 2, ncovered = 2, confidence = 1.0, lift = 1.0) │ └✘ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) └✘ virginica : (ninstances = 39, ncovered = 39, confidence = 1.0, lift = 1.0) ▣ (petal_width < 0.8) ↣ setosa : (ninstances = 120, ncovered = 40, coverage = 0.33, confidence = 1.0, lift = 3.0, natoms = 1) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (petal_width < 1.65) ↣ versicolor : (ninstances = 120, ncovered = 34, coverage = 0.28, confidence = 1.0, lift = 3.33, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (¬(petal_width < 1.65)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 2.73, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (petal_width < 1.55) ↣ virginica : (ninstances = 120, ncovered = 3, coverage = 0.02, confidence = 1.0, lift = 2.73, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (¬(petal_width < 1.55)) ∧ (sepal_length < 6.95) ↣ versicolor : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 3.33, natoms = 5) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (¬(petal_width < 1.55)) ∧ (¬(sepal_length < 6.95)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 2.73, natoms = 5) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_width < 1.75)) ↣ virginica : (ninstances = 120, ncovered = 39, coverage = 0.32, confidence = 1.0, lift = 2.73, natoms = 2) ▣ (petal_width < 0.8) ↣ setosa : (ninstances = 40, ncovered = 40, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 40, coverage = 0.33, confidence = 1.0, lift = 3.0, natoms = 1) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (petal_width < 1.65) ↣ versicolor : (ninstances = 34, ncovered = 34, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 34, coverage = 0.28, confidence = 1.0, lift = 3.33, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (¬(petal_width < 1.65)) ↣ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 2.73, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (petal_width < 1.55) ↣ virginica : (ninstances = 3, ncovered = 3, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 3, coverage = 0.02, confidence = 1.0, lift = 2.73, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (¬(petal_width < 1.55)) ∧ (sepal_length < 6.95) ↣ versicolor : (ninstances = 2, ncovered = 2, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 3.33, natoms = 5) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (¬(petal_width < 1.55)) ∧ (¬(sepal_length < 6.95)) ↣ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 2.73, natoms = 5) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_width < 1.75)) ↣ virginica : (ninstances = 39, ncovered = 39, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 39, coverage = 0.32, confidence = 1.0, lift = 2.73, natoms = 2) ▣ (petal_width < 0.8) : (ninstances = 120, ncovered = 40, coverage = 0.33, confidence = 1.0, lift = 3.0, natoms = 1) └✔ setosa : (ninstances = 40, ncovered = 40, confidence = 1.0, lift = 1.0) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (petal_width < 1.65) : (ninstances = 120, ncovered = 34, coverage = 0.28, confidence = 1.0, lift = 3.33, natoms = 4) └✔ versicolor : (ninstances = 34, ncovered = 34, confidence = 1.0, lift = 1.0) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (¬(petal_width < 1.65)) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 2.73, natoms = 4) └✔ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (petal_width < 1.55) : (ninstances = 120, ncovered = 3, coverage = 0.02, confidence = 1.0, lift = 2.73, natoms = 4) └✔ virginica : (ninstances = 3, ncovered = 3, confidence = 1.0, lift = 1.0) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (¬(petal_width < 1.55)) ∧ (sepal_length < 6.95) : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 3.33, natoms = 5) └✔ versicolor : (ninstances = 2, ncovered = 2, confidence = 1.0, lift = 1.0) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (¬(petal_width < 1.55)) ∧ (¬(sepal_length < 6.95)) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 2.73, natoms = 5) └✔ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_width < 1.75)) : (ninstances = 120, ncovered = 39, coverage = 0.32, confidence = 1.0, lift = 2.73, natoms = 2) └✔ virginica : (ninstances = 39, ncovered = 39, confidence = 1.0, lift = 1.0) ▣ (petal_width < 0.8) ↣ setosa : (ninstances = 120, ncovered = 40, coverage = 0.33, confidence = 1.0, lift = 3.0, natoms = 1) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (petal_width < 1.65) ↣ versicolor : (ninstances = 120, ncovered = 34, coverage = 0.28, confidence = 1.0, lift = 3.33, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (¬(petal_width < 1.65)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 2.73, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (petal_width < 1.55) ↣ virginica : (ninstances = 120, ncovered = 3, coverage = 0.02, confidence = 1.0, lift = 2.73, natoms = 4) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (¬(petal_width < 1.55)) ∧ (sepal_length < 6.95) ↣ versicolor : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 3.33, natoms = 5) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (¬(petal_width < 1.55)) ∧ (¬(sepal_length < 6.95)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 2.73, natoms = 5) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_width < 1.75)) ↣ virginica : (ninstances = 120, ncovered = 39, coverage = 0.32, confidence = 1.0, lift = 2.73, natoms = 2) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (¬(petal_width < 1.65)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.008333333333333333, confidence = 1.0, lift = 2.7272727272727275, natoms = 4, length = 4) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (¬(petal_width < 1.55)) ∧ (¬(sepal_length < 6.95)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.008333333333333333, confidence = 1.0, lift = 2.7272727272727275, natoms = 5, length = 5) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (¬(petal_width < 1.55)) ∧ (sepal_length < 6.95) ↣ versicolor : (ninstances = 120, ncovered = 2, coverage = 0.016666666666666666, confidence = 1.0, lift = 3.3333333333333335, natoms = 5, length = 5) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (petal_width < 1.55) ↣ virginica : (ninstances = 120, ncovered = 3, coverage = 0.025, confidence = 1.0, lift = 2.7272727272727275, natoms = 4, length = 4) ▣ (¬(petal_width < 0.8)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (petal_width < 1.65) ↣ versicolor : (ninstances = 120, ncovered = 34, coverage = 0.2833333333333333, confidence = 1.0, lift = 3.3333333333333335, natoms = 4, length = 4) ▣ (¬(petal_width < 0.8)) ∧ (¬(petal_width < 1.75)) ↣ virginica : (ninstances = 120, ncovered = 39, coverage = 0.325, confidence = 1.0, lift = 2.7272727272727275, natoms = 2, length = 2) ▣ (petal_width < 0.8) ↣ setosa : (ninstances = 120, ncovered = 40, coverage = 0.3333333333333333, confidence = 1.0, lift = 3.0, natoms = 1, length = 1) TEST: DecisionTreeExt/forest.jl Training set size: (120, 4) - (120,) Test set size: (30, 4) - (30,) Training set type: DataFrame - CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}} Test set type: DataFrame - CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}} [ Info: For silent loading, specify `verbosity=0`. import MLJDecisionTreeInterface ✔ [ Info: Training machine(RandomForestClassifier(max_depth = 3, …), …). DecisionTreeExt: Error During Test at /home/pkgeval/.julia/packages/SoleModels/05y4D/test/runtests.jl:33 Got exception outside of a @test LoadError: Please, provide classlabels argument, as in solemodel(forest; classlabels = classlabels, kwargs...). If your forest was trained via MLJ, use `classlabels = (mach).fitresult[2][sortperm((mach).fitresult[3])]`. Also consider providing `featurenames = report(mach).features`. Stacktrace: [1] error(s::String) @ Base ./error.jl:35 [2] solemodel(::DecisionTree.Ensemble{Float64, UInt32}; classlabels::Nothing, featurenames::Vector{Symbol}, keep_condensed::Bool, kwargs::@Kwargs{classnames::CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}}}) @ DecisionTreeExt ~/.julia/packages/SoleModels/05y4D/ext/DecisionTreeExt.jl:60 [3] top-level scope @ ~/.julia/packages/SoleModels/05y4D/test/DecisionTreeExt/forest.jl:44 [4] include @ ./sysimg.jl:38 [inlined] [5] run_tests(list::Vector{String}) @ Main ~/.julia/packages/SoleModels/05y4D/test/runtests.jl:11 [6] macro expansion @ ~/.julia/packages/SoleModels/05y4D/test/runtests.jl:34 [inlined] [7] macro expansion @ /opt/julia/share/julia/stdlib/v1.11/Test/src/Test.jl:1704 [inlined] [8] macro expansion @ ~/.julia/packages/SoleModels/05y4D/test/runtests.jl:34 [inlined] [9] macro expansion @ /opt/julia/share/julia/stdlib/v1.11/Test/src/Test.jl:1704 [inlined] [10] top-level scope @ ~/.julia/packages/SoleModels/05y4D/test/runtests.jl:29 [11] include(fname::String) @ Main ./sysimg.jl:38 [12] top-level scope @ none:6 [13] eval @ ./boot.jl:430 [inlined] [14] exec_options(opts::Base.JLOptions) @ Base ./client.jl:296 [15] _start() @ Base ./client.jl:531 in expression starting at /home/pkgeval/.julia/packages/SoleModels/05y4D/test/DecisionTreeExt/forest.jl:44 ################################################## TEST: XGBoostExt.jl [ Info: For silent loading, specify `verbosity=0`. import MLJXGBoostInterfacePrecompiling MLJXGBoostInterface... 5095.1 ms ✓ MLJXGBoostInterface 1 dependency successfully precompiled in 5 seconds. 55 already precompiled. ✔ [ Info: Training machine(XGBoostClassifier(test = 1, …), …). [ Info: XGBoost: starting training. [ Info: [1] train-mlogloss:0.73999280929565425 [ Info: [2] train-mlogloss:0.52960008283456161 [ Info: [3] train-mlogloss:0.39199946199854213 [ Info: [4] train-mlogloss:0.29715923319260279 [ Info: [5] train-mlogloss:0.22978367134928704 [ Info: [6] train-mlogloss:0.18145639995733898 [ Info: [7] train-mlogloss:0.14554736601809662 [ Info: [8] train-mlogloss:0.11670434450109800 [ Info: [9] train-mlogloss:0.09585992644230525 [ Info: [10] train-mlogloss:0.07968367030844092 [ Info: [11] train-mlogloss:0.06753931585699320 [ Info: [12] train-mlogloss:0.05826460040795307 [ Info: [13] train-mlogloss:0.05107734897173941 [ Info: [14] train-mlogloss:0.04576641425179939 [ Info: [15] train-mlogloss:0.04145516107479731 [ Info: [16] train-mlogloss:0.03772284755638490 [ Info: [17] train-mlogloss:0.03445110158063471 [ Info: [18] train-mlogloss:0.03198396825852493 [ Info: [19] train-mlogloss:0.02983715129084885 [ Info: [20] train-mlogloss:0.02860241358478864 [ Info: [21] train-mlogloss:0.02767480304464698 [ Info: [22] train-mlogloss:0.02683663438850393 [ Info: [23] train-mlogloss:0.02612689191785951 [ Info: [24] train-mlogloss:0.02569515700063979 [ Info: [25] train-mlogloss:0.02531759844860062 [ Info: [26] train-mlogloss:0.02468181203197067 [ Info: [27] train-mlogloss:0.02416690280272936 [ Info: [28] train-mlogloss:0.02395495047482351 [ Info: [29] train-mlogloss:0.02350745849156131 [ Info: [30] train-mlogloss:0.02314150770350049 [ Info: [31] train-mlogloss:0.02280937020744507 [ Info: [32] train-mlogloss:0.02262690957480421 [ Info: [33] train-mlogloss:0.02232049260443697 [ Info: [34] train-mlogloss:0.02204424389249955 [ Info: [35] train-mlogloss:0.02189917508900786 [ Info: [36] train-mlogloss:0.02163891378634920 [ Info: [37] train-mlogloss:0.02150241791581114 [ Info: [38] train-mlogloss:0.02137496071324373 [ Info: [39] train-mlogloss:0.02125642063717047 [ Info: [40] train-mlogloss:0.02106795675742129 [ Info: [41] train-mlogloss:0.02095780064119026 [ Info: [42] train-mlogloss:0.02085346534149721 [ Info: [43] train-mlogloss:0.02060617240301023 [ Info: [44] train-mlogloss:0.02051368207903579 [ Info: [45] train-mlogloss:0.02035497785545886 [ Info: [46] train-mlogloss:0.02025206175555165 [ Info: [47] train-mlogloss:0.02016317757467429 [ Info: [48] train-mlogloss:0.02007470531001066 [ Info: [49] train-mlogloss:0.01992593068474283 [ Info: [50] train-mlogloss:0.01983490860632931 [ Info: [51] train-mlogloss:0.01975659171196942 [ Info: [52] train-mlogloss:0.01961657603193695 [ Info: [53] train-mlogloss:0.01952804737957194 [ Info: [54] train-mlogloss:0.01939793159641946 [ Info: [55] train-mlogloss:0.01932587737683207 [ Info: [56] train-mlogloss:0.01920061998534948 [ Info: [57] train-mlogloss:0.01911611527903006 [ Info: [58] train-mlogloss:0.01899683382362127 [ Info: [59] train-mlogloss:0.01892519062773014 [ Info: [60] train-mlogloss:0.01880599564562241 [ Info: [61] train-mlogloss:0.01873189704104637 [ Info: [62] train-mlogloss:0.01862120512717714 [ Info: [63] train-mlogloss:0.01853669306340938 [ Info: [64] train-mlogloss:0.01847273492215512 [ Info: [65] train-mlogloss:0.01835666670425174 [ Info: [66] train-mlogloss:0.01828980241552926 [ Info: [67] train-mlogloss:0.01818493044702336 [ Info: [68] train-mlogloss:0.01812219914475766 [ Info: [69] train-mlogloss:0.01801931856510540 [ Info: [70] train-mlogloss:0.01795183781262798 [ Info: [71] train-mlogloss:0.01785820308141410 [ Info: [72] train-mlogloss:0.01779421982161390 [ Info: [73] train-mlogloss:0.01773147761899357 [ Info: [74] train-mlogloss:0.01766892560408451 [ Info: [75] train-mlogloss:0.01761498922520938 [ Info: [76] train-mlogloss:0.01755678056894491 [ Info: [77] train-mlogloss:0.01750141926653062 [ Info: [78] train-mlogloss:0.01744958024743634 [ Info: [79] train-mlogloss:0.01739618913464559 [ Info: [80] train-mlogloss:0.01734456523166349 [ Info: [81] train-mlogloss:0.01729898827422100 [ Info: [82] train-mlogloss:0.01724783551762812 [ Info: [83] train-mlogloss:0.01720028848309691 [ Info: [84] train-mlogloss:0.01715354095989217 [ Info: [85] train-mlogloss:0.01710963683629719 [ Info: [86] train-mlogloss:0.01706567785974282 [ Info: [87] train-mlogloss:0.01702013831236400 [ Info: [88] train-mlogloss:0.01697896715874473 [ Info: [89] train-mlogloss:0.01693694534478709 [ Info: [90] train-mlogloss:0.01689648276272540 [ Info: [91] train-mlogloss:0.01685775272975055 [ Info: [92] train-mlogloss:0.01681735986106408 [ Info: [93] train-mlogloss:0.01677942168510830 [ Info: [94] train-mlogloss:0.01674324559668700 [ Info: [95] train-mlogloss:0.01670869376005915 [ Info: [96] train-mlogloss:0.01667577061064852 [ Info: [97] train-mlogloss:0.01664391416319025 [ Info: [98] train-mlogloss:0.01661443367095975 [ Info: [99] train-mlogloss:0.01658214643248357 [ Info: [100] train-mlogloss:0.01655369617316561 [ Info: Training rounds complete. Test Accuracy: 0.9666666666666667 XGBoostExt: Error During Test at /home/pkgeval/.julia/packages/SoleModels/05y4D/test/runtests.jl:33 Got exception outside of a @test LoadError: TODO fix and test. Stacktrace: [1] error(s::String) @ Base ./error.jl:35 [2] alphabet(model::XGBoost.Booster; kwargs::@Kwargs{}) @ XGBoostExt ~/.julia/packages/SoleModels/05y4D/ext/XGBoostExt.jl:9 [3] alphabet(model::XGBoost.Booster) @ XGBoostExt ~/.julia/packages/SoleModels/05y4D/ext/XGBoostExt.jl:8 [4] (::var"#874#876")() @ Main /opt/julia/share/julia/stdlib/v1.11/Test/src/Test.jl:924 [5] (::Base.RedirectStdStream)(thunk::var"#874#876", stream::IOStream) @ Base ./stream.jl:1464 [6] #873 @ /opt/julia/share/julia/stdlib/v1.11/Test/src/Test.jl:923 [inlined] [7] open(::var"#873#875", ::String, ::Vararg{String}; kwargs::@Kwargs{}) @ Base ./io.jl:410 [8] open(::Function, ::String, ::String) @ Base ./io.jl:407 [9] macro expansion @ /opt/julia/share/julia/stdlib/v1.11/Test/src/Test.jl:922 [inlined] [10] top-level scope @ ~/.julia/packages/SoleModels/05y4D/test/XGBoostExt.jl:920 [11] include @ ./sysimg.jl:38 [inlined] [12] run_tests(list::Vector{String}) @ Main ~/.julia/packages/SoleModels/05y4D/test/runtests.jl:11 [13] macro expansion @ ~/.julia/packages/SoleModels/05y4D/test/runtests.jl:34 [inlined] [14] macro expansion @ /opt/julia/share/julia/stdlib/v1.11/Test/src/Test.jl:1704 [inlined] [15] macro expansion @ ~/.julia/packages/SoleModels/05y4D/test/runtests.jl:34 [inlined] [16] macro expansion @ /opt/julia/share/julia/stdlib/v1.11/Test/src/Test.jl:1704 [inlined] [17] top-level scope @ ~/.julia/packages/SoleModels/05y4D/test/runtests.jl:29 [18] include(fname::String) @ Main ./sysimg.jl:38 [19] top-level scope @ none:6 [20] eval @ ./boot.jl:430 [inlined] [21] exec_options(opts::Base.JLOptions) @ Base ./client.jl:296 [22] _start() @ Base ./client.jl:531 in expression starting at /home/pkgeval/.julia/packages/SoleModels/05y4D/test/XGBoostExt.jl:43 Test Summary: | Pass Error Broken Total Time SoleModels.jl | 324 2 30 356 12m44.1s Models | 98 98 34.7s Miscellaneous | 199 30 229 1m29.7s Parse | 13 13 28.3s Rules | 0 7m42.6s Linear forms | 7 7 0.6s Pluto Demo | 0 1m12.2s DecisionTreeExt | 7 1 8 38.7s XGBoostExt | 1 1 37.3s ERROR: LoadError: Some tests did not pass: 324 passed, 0 failed, 2 errored, 30 broken. in expression starting at /home/pkgeval/.julia/packages/SoleModels/05y4D/test/runtests.jl:28 Testing failed after 796.24s ERROR: LoadError: Package SoleModels errored during testing Stacktrace: [1] pkgerror(msg::String) @ Pkg.Types /opt/julia/share/julia/stdlib/v1.11/Pkg/src/Types.jl:68 [2] test(ctx::Pkg.Types.Context, pkgs::Vector{Pkg.Types.PackageSpec}; coverage::Bool, julia_args::Cmd, test_args::Cmd, test_fn::Nothing, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool) @ Pkg.Operations /opt/julia/share/julia/stdlib/v1.11/Pkg/src/Operations.jl:2124 [3] test @ /opt/julia/share/julia/stdlib/v1.11/Pkg/src/Operations.jl:2007 [inlined] [4] test(ctx::Pkg.Types.Context, pkgs::Vector{Pkg.Types.PackageSpec}; coverage::Bool, test_fn::Nothing, julia_args::Cmd, test_args::Cmd, force_latest_compatible_version::Bool, allow_earlier_backwards_compatible_versions::Bool, allow_reresolve::Bool, kwargs::@Kwargs{io::IOContext{IO}}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.11/Pkg/src/API.jl:481 [5] test(pkgs::Vector{Pkg.Types.PackageSpec}; io::IOContext{IO}, kwargs::@Kwargs{julia_args::Cmd}) @ Pkg.API /opt/julia/share/julia/stdlib/v1.11/Pkg/src/API.jl:159 [6] test @ /opt/julia/share/julia/stdlib/v1.11/Pkg/src/API.jl:147 [inlined] [7] #test#74 @ /opt/julia/share/julia/stdlib/v1.11/Pkg/src/API.jl:146 [inlined] [8] top-level scope @ /PkgEval.jl/scripts/evaluate.jl:219 in expression starting at /PkgEval.jl/scripts/evaluate.jl:210 PkgEval failed after 1183.96s: package tests unexpectedly errored