Package evaluation of SoleDecisionTreeInterface on Julia 1.11.4 (a71dd056e0*) started at 2025-04-08T20:30:17.593 ################################################################################ # Set-up # Installing PkgEval dependencies (TestEnv)... Set-up completed after 8.54s ################################################################################ # Installation # Installing SoleDecisionTreeInterface... Resolving package versions... Updating `~/.julia/environments/v1.11/Project.toml` [de8eae22] + SoleDecisionTreeInterface v0.1.5 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 [7806a523] + DecisionTree v0.12.4 [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 [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 [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 [6e75b9c4] + ScikitLearnBase v0.5.0 [91c51154] + SentinelArrays v1.4.8 [777ac1f9] + SimpleBufferStream v1.2.0 [699a6c99] + SimpleTraits v0.9.4 [7b3b3b3f] + Sole v0.6.2 ⌅ [4475fa32] + SoleBase v0.12.4 ⌅ [123f1ae1] + SoleData v0.15.3 [de8eae22] + SoleDecisionTreeInterface v0.1.5 ⌅ [b002da8f] + SoleLogics v0.10.4 ⌅ [4249d9c7] + SoleModels v0.9.0 [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 [3783bdb8] + TableTraits v1.0.1 [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 5.13s ################################################################################ # Precompilation # Precompiling PkgEval dependencies... Precompiling package dependencies... Precompilation completed after 48.06s ################################################################################ # Testing # Testing SoleDecisionTreeInterface Status `/tmp/jl_3YFSHj/Project.toml` [6e4b80f9] BenchmarkTools v1.6.0 [a93c6f00] DataFrames v1.7.0 [7806a523] DecisionTree v0.12.4 [add582a8] MLJ v0.20.7 ⌃ [a7f614a8] MLJBase v1.7.0 [c6f25543] MLJDecisionTreeInterface v0.4.2 [189a3867] Reexport v1.2.2 [7b3b3b3f] Sole v0.6.2 ⌅ [123f1ae1] SoleData v0.15.3 [de8eae22] SoleDecisionTreeInterface v0.1.5 ⌅ [4249d9c7] SoleModels v0.9.0 [9a3f8284] Random v1.11.0 [8dfed614] Test v1.11.0 Status `/tmp/jl_3YFSHj/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 [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 [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 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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 [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 [7b3b3b3f] Sole v0.6.2 ⌅ [4475fa32] SoleBase v0.12.4 ⌅ [123f1ae1] SoleData v0.15.3 [de8eae22] SoleDecisionTreeInterface v0.1.5 ⌅ [b002da8f] SoleLogics v0.10.4 ⌅ [4249d9c7] SoleModels v0.9.0 [a2af1166] SortingAlgorithms v1.2.1 [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 [fd094767] Suppressor v0.2.8 [3783bdb8] TableTraits v1.0.1 [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 [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. Testing Running tests... Julia version: 1.11.4 ################################################## TEST: tree.jl Precompiling MLJ... 2011.5 ms ✓ FeatureSelection 5619.8 ms ✓ Transducers 4874.1 ms ✓ ARFFFiles 12664.6 ms ✓ NNlib 26224.6 ms ✓ MLJModels 1576.1 ms ✓ Transducers → TransducersAdaptExt 20824.1 ms ✓ FLoops 6642.5 ms ✓ OpenML 3007.7 ms ✓ NNlib → NNlibSpecialFunctionsExt 19454.8 ms ✓ MLUtils 16104.7 ms ✓ StatisticalMeasuresBase 45228.5 ms ✓ StatisticalMeasures 19146.4 ms ✓ MLJBase 12667.0 ms ✓ MLJEnsembles 9702.0 ms ✓ StatisticalMeasures → ScientificTypesExt 13990.1 ms ✓ MLJBalancing 10261.7 ms ✓ MLJBase → DefaultMeasuresExt 16042.1 ms ✓ MLJIteration 13853.8 ms ✓ MLJFlow 13725.9 ms ✓ MLJTuning 22922.8 ms ✓ MLJ 21 dependencies successfully precompiled in 302 seconds. 184 already precompiled. Precompiling TransducersDataFramesExt... 4890.8 ms ✓ Transducers → TransducersDataFramesExt 1 dependency successfully precompiled in 6 seconds. 61 already precompiled. Precompiling MLJDecisionTreeInterface... 5253.5 ms ✓ MLJDecisionTreeInterface 1 dependency successfully precompiled in 5 seconds. 22 already precompiled. 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, …), …). 39.310 μs (149 allocations: 9.08 KiB) 25.739 μs (151 allocations: 12.95 KiB) ▣ petal_length < 2.45 ├✔ setosa : (ninstances = 38, ncovered = 38, confidence = 1.0, lift = 1.0) └✘ petal_width < 1.75 ├✔ petal_length < 4.95 │ ├✔ petal_width < 1.65 │ │ ├✔ versicolor : (ninstances = 39, ncovered = 39, 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) │ └✘ versicolor : (ninstances = 2, ncovered = 2, confidence = 1.0, lift = 1.0) └✘ petal_length < 4.85 ├✔ sepal_width < 3.0 │ ├✔ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) │ └✘ versicolor : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) └✘ virginica : (ninstances = 35, ncovered = 35, confidence = 1.0, lift = 1.0) ▣ (petal_length < 2.45) ↣ setosa : (ninstances = 120, ncovered = 38, coverage = 0.32, confidence = 1.0, lift = 3.16, natoms = 1) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (petal_width < 1.65) ↣ versicolor : (ninstances = 120, ncovered = 39, coverage = 0.32, confidence = 1.0, lift = 2.86, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (¬(petal_width < 1.65)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.0, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (petal_width < 1.55) ↣ virginica : (ninstances = 120, ncovered = 3, coverage = 0.02, confidence = 1.0, lift = 3.0, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (¬(petal_width < 1.55)) ↣ versicolor : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 2.86, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (¬(petal_width < 1.75)) ∧ (petal_length < 4.85) ∧ (sepal_width < 3.0) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.0, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (¬(petal_width < 1.75)) ∧ (petal_length < 4.85) ∧ (¬(sepal_width < 3.0)) ↣ versicolor : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 2.86, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (¬(petal_width < 1.75)) ∧ (¬(petal_length < 4.85)) ↣ virginica : (ninstances = 120, ncovered = 35, coverage = 0.29, confidence = 1.0, lift = 3.0, natoms = 3) ▣ (petal_length < 2.45) ↣ setosa : (ninstances = 38, ncovered = 38, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 38, coverage = 0.32, confidence = 1.0, lift = 3.16, natoms = 1) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (petal_width < 1.65) ↣ versicolor : (ninstances = 39, ncovered = 39, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 39, coverage = 0.32, confidence = 1.0, lift = 2.86, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (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 = 3.0, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (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 = 3.0, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (¬(petal_width < 1.55)) ↣ versicolor : (ninstances = 2, ncovered = 2, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 2.86, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (¬(petal_width < 1.75)) ∧ (petal_length < 4.85) ∧ (sepal_width < 3.0) ↣ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.0, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (¬(petal_width < 1.75)) ∧ (petal_length < 4.85) ∧ (¬(sepal_width < 3.0)) ↣ versicolor : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 2.86, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (¬(petal_width < 1.75)) ∧ (¬(petal_length < 4.85)) ↣ virginica : (ninstances = 35, ncovered = 35, confidence = 1.0, lift = 1.0) : (ninstances = 120, ncovered = 35, coverage = 0.29, confidence = 1.0, lift = 3.0, natoms = 3) ▣ (petal_length < 2.45) : (ninstances = 120, ncovered = 38, coverage = 0.32, confidence = 1.0, lift = 3.16, natoms = 1) └✔ setosa : (ninstances = 38, ncovered = 38, confidence = 1.0, lift = 1.0) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (petal_width < 1.65) : (ninstances = 120, ncovered = 39, coverage = 0.32, confidence = 1.0, lift = 2.86, natoms = 4) └✔ versicolor : (ninstances = 39, ncovered = 39, confidence = 1.0, lift = 1.0) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (¬(petal_width < 1.65)) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.0, natoms = 4) └✔ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (petal_width < 1.55) : (ninstances = 120, ncovered = 3, coverage = 0.02, confidence = 1.0, lift = 3.0, natoms = 4) └✔ virginica : (ninstances = 3, ncovered = 3, confidence = 1.0, lift = 1.0) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (¬(petal_width < 1.55)) : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 2.86, natoms = 4) └✔ versicolor : (ninstances = 2, ncovered = 2, confidence = 1.0, lift = 1.0) ▣ (¬(petal_length < 2.45)) ∧ (¬(petal_width < 1.75)) ∧ (petal_length < 4.85) ∧ (sepal_width < 3.0) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.0, natoms = 4) └✔ virginica : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) ▣ (¬(petal_length < 2.45)) ∧ (¬(petal_width < 1.75)) ∧ (petal_length < 4.85) ∧ (¬(sepal_width < 3.0)) : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 2.86, natoms = 4) └✔ versicolor : (ninstances = 1, ncovered = 1, confidence = 1.0, lift = 1.0) ▣ (¬(petal_length < 2.45)) ∧ (¬(petal_width < 1.75)) ∧ (¬(petal_length < 4.85)) : (ninstances = 120, ncovered = 35, coverage = 0.29, confidence = 1.0, lift = 3.0, natoms = 3) └✔ virginica : (ninstances = 35, ncovered = 35, confidence = 1.0, lift = 1.0) ▣ (petal_length < 2.45) ↣ setosa : (ninstances = 120, ncovered = 38, coverage = 0.32, confidence = 1.0, lift = 3.16, natoms = 1) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (petal_width < 1.65) ↣ versicolor : (ninstances = 120, ncovered = 39, coverage = 0.32, confidence = 1.0, lift = 2.86, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (¬(petal_width < 1.65)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.0, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (petal_width < 1.55) ↣ virginica : (ninstances = 120, ncovered = 3, coverage = 0.02, confidence = 1.0, lift = 3.0, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (¬(petal_width < 1.55)) ↣ versicolor : (ninstances = 120, ncovered = 2, coverage = 0.02, confidence = 1.0, lift = 2.86, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (¬(petal_width < 1.75)) ∧ (petal_length < 4.85) ∧ (sepal_width < 3.0) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 3.0, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (¬(petal_width < 1.75)) ∧ (petal_length < 4.85) ∧ (¬(sepal_width < 3.0)) ↣ versicolor : (ninstances = 120, ncovered = 1, coverage = 0.01, confidence = 1.0, lift = 2.86, natoms = 4) ▣ (¬(petal_length < 2.45)) ∧ (¬(petal_width < 1.75)) ∧ (¬(petal_length < 4.85)) ↣ virginica : (ninstances = 120, ncovered = 35, coverage = 0.29, confidence = 1.0, lift = 3.0, natoms = 3) ▣ (¬(petal_length < 2.45)) ∧ (¬(petal_width < 1.75)) ∧ (petal_length < 4.85) ∧ (¬(sepal_width < 3.0)) ↣ versicolor : (ninstances = 120, ncovered = 1, coverage = 0.008333333333333333, confidence = 1.0, lift = 2.857142857142857, natoms = 4, length = 4) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (¬(petal_width < 1.65)) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.008333333333333333, confidence = 1.0, lift = 3.0, natoms = 4, length = 4) ▣ (¬(petal_length < 2.45)) ∧ (¬(petal_width < 1.75)) ∧ (petal_length < 4.85) ∧ (sepal_width < 3.0) ↣ virginica : (ninstances = 120, ncovered = 1, coverage = 0.008333333333333333, confidence = 1.0, lift = 3.0, natoms = 4, length = 4) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (¬(petal_width < 1.55)) ↣ versicolor : (ninstances = 120, ncovered = 2, coverage = 0.016666666666666666, confidence = 1.0, lift = 2.857142857142857, natoms = 4, length = 4) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (¬(petal_length < 4.95)) ∧ (petal_width < 1.55) ↣ virginica : (ninstances = 120, ncovered = 3, coverage = 0.025, confidence = 1.0, lift = 3.0, natoms = 4, length = 4) ▣ (¬(petal_length < 2.45)) ∧ (¬(petal_width < 1.75)) ∧ (¬(petal_length < 4.85)) ↣ virginica : (ninstances = 120, ncovered = 35, coverage = 0.2916666666666667, confidence = 1.0, lift = 3.0, natoms = 3, length = 3) ▣ (petal_length < 2.45) ↣ setosa : (ninstances = 120, ncovered = 38, coverage = 0.31666666666666665, confidence = 1.0, lift = 3.1578947368421053, natoms = 1, length = 1) ▣ (¬(petal_length < 2.45)) ∧ (petal_width < 1.75) ∧ (petal_length < 4.95) ∧ (petal_width < 1.65) ↣ versicolor : (ninstances = 120, ncovered = 39, coverage = 0.325, confidence = 1.0, lift = 2.857142857142857, natoms = 4, length = 4) ################################################## TEST: 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, …), …). Forest: Error During Test at /home/pkgeval/.julia/packages/SoleDecisionTreeInterface/AJRXZ/test/runtests.jl:25 Got exception outside of a @test LoadError: StackOverflowError: Stacktrace: [1] nrow(df::DataFrame) @ DataFrames ~/.julia/packages/DataFrames/kcA9R/src/dataframe/dataframe.jl:465 [2] scalarlogiset(dataset::PropositionalLogiset{DataFrame}, features::Nothing; use_full_memoization::Bool, conditions::Nothing, relations::Nothing, use_onestep_memoization::Bool, onestep_precompute_globmemoset::Bool, onestep_precompute_relmemoset::Bool, print_progress::Bool, allow_propositional::Bool, force_i_variables::Bool, worldtype_by_dim::Nothing, kwargs::@Kwargs{}) @ SoleData ~/.julia/packages/SoleData/7EXs2/src/scalar/dataset-bindings.jl:0 [3] scalarlogiset (repeats 2 times) @ ~/.julia/packages/SoleData/7EXs2/src/scalar/dataset-bindings.jl:218 [inlined] [4] apply!(m::DecisionForest{UInt32}, d::PropositionalLogiset{DataFrame}, y::CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}}; kwargs::@Kwargs{}) @ SoleModels ~/.julia/packages/SoleModels/m8Pok/src/apply!.jl:91 [5] apply!(m::DecisionForest{UInt32}, d::PropositionalLogiset{DataFrame}, y::CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}}) @ SoleModels ~/.julia/packages/SoleModels/m8Pok/src/apply!.jl:90 --- the above 2 lines are repeated 39988 more times --- [79982] apply!(m::DecisionForest{UInt32}, d::PropositionalLogiset{DataFrame}, y::CategoricalArrays.CategoricalVector{String, UInt32, String, CategoricalArrays.CategoricalValue{String, UInt32}, Union{}}; kwargs::@Kwargs{}) @ SoleModels ~/.julia/packages/SoleModels/m8Pok/src/apply!.jl:91 in expression starting at /home/pkgeval/.julia/packages/SoleDecisionTreeInterface/AJRXZ/test/forest.jl:46 Test Summary: | Pass Error Broken Total Time SoleDecisionTreeInterface.jl | 4 1 1 6 7m42.7s Tree | 3 1 4 7m27.0s Forest | 1 1 2 15.6s ERROR: LoadError: Some tests did not pass: 4 passed, 0 failed, 1 errored, 1 broken. in expression starting at /home/pkgeval/.julia/packages/SoleDecisionTreeInterface/AJRXZ/test/runtests.jl:20 Testing failed after 496.46s ERROR: LoadError: Package SoleDecisionTreeInterface 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 578.95s: package tests unexpectedly errored