Run
6049408

Run 6049408

Task 2075 (Supervised Classification) abalone Uploaded 26-07-2017 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • openml-pimp openml-python Sklearn_0.18.1.
Add a single new tag. Use underscores for spaces. Press enter when done.
Add tag
Issue #Downvotes for this reason By


Flow

sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.Conditiona lImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethres hold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classif ier=sklearn.svm.classes.SVC)(1)Automatically created scikit-learn flow.
openmlstudy14.preprocessing.ConditionalImputer(2)_axis0
openmlstudy14.preprocessing.ConditionalImputer(2)_categorical_features[0]
openmlstudy14.preprocessing.ConditionalImputer(2)_copytrue
openmlstudy14.preprocessing.ConditionalImputer(2)_fill_empty0
openmlstudy14.preprocessing.ConditionalImputer(2)_missing_values"NaN"
openmlstudy14.preprocessing.ConditionalImputer(2)_strategy"most_frequent"
openmlstudy14.preprocessing.ConditionalImputer(2)_strategy_nominal"most_frequent"
openmlstudy14.preprocessing.ConditionalImputer(2)_verbose0
sklearn.preprocessing.data.OneHotEncoder(7)_categorical_features[0]
sklearn.preprocessing.data.OneHotEncoder(7)_dtype{"oml-python:serialized_object": "type", "value": "np.float64"}
sklearn.preprocessing.data.OneHotEncoder(7)_handle_unknown"ignore"
sklearn.preprocessing.data.OneHotEncoder(7)_n_values"auto"
sklearn.preprocessing.data.OneHotEncoder(7)_sparsetrue
sklearn.feature_selection.variance_threshold.VarianceThreshold(4)_threshold0.0
sklearn.svm.classes.SVC(8)_C972.3582114418787
sklearn.svm.classes.SVC(8)_cache_size200
sklearn.svm.classes.SVC(8)_class_weightnull
sklearn.svm.classes.SVC(8)_coef00.8589496505602796
sklearn.svm.classes.SVC(8)_decision_function_shapenull
sklearn.svm.classes.SVC(8)_degree3
sklearn.svm.classes.SVC(8)_gamma0.791964883991814
sklearn.svm.classes.SVC(8)_kernel"poly"
sklearn.svm.classes.SVC(8)_max_iter-1
sklearn.svm.classes.SVC(8)_probabilitytrue
sklearn.svm.classes.SVC(8)_random_state57003
sklearn.svm.classes.SVC(8)_shrinkingtrue
sklearn.svm.classes.SVC(8)_tol0.00035197022037658884
sklearn.svm.classes.SVC(8)_verbosefalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

15 Evaluation measures

0.7716 ± 0.0108
Per class
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.7480.750.7520.7540.7560.7580.760.7620.7640.7660.7680.770.7720.7740.7760.7780.780.7820.7840.7860.7880.790.792
0.1509 ± 0.0266
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.110.11250.1150.11750.120.12250.1250.12750.130.13250.1350.13750.140.14250.1450.14750.150.15250.1550.15750.160.16250.1650.16750.170.17250.1750.17750.180.18250.1850.18750.190.19250.1950.1975
902.8855 ± 3.4753
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore083.58484.58585.58686.58787.58888.58989.59090.59191.59292.59393.59494.59595.596
0.0573 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.0…0.056950.0…0.0569750.0570.0…0.0570250.0…0.057050.0…0.0570750.0…0.05710.0…0.0571250.0…0.057150.0…0.0571750.0…0.05720.0…0.0572250.0…0.057250.0…0.0572750.0…0.05730.0…0.0573250.0…0.057350.0…0.0573750.0…0.05740.0…0.0574250.0…0.057450.0…0.0574750.0…0.05750.0…0.0575250.0…0.057550.0…0.0575750.0…0.05760.0…0.0576250.0…0.057650.0…0.0576750.0…0.05770.0…0.0577250.0…0.05775
0.0618 ± 0
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.0618
4177
Per class
Cross-validation details (10-fold Crossvalidation)
0.266 ± 0.023
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.23250.2350.23750.240.24250.2450.24750.250.25250.2550.25750.260.26250.2650.26750.270.27250.2750.27750.280.28250.2850.28750.290.29250.2950.29750.30.30250.3050.…0.3075
3.6268
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore03.6268
0.266 ± 0.023
Per class
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.23250.2350.23750.240.24250.2450.24750.250.25250.2550.25750.260.26250.2650.26750.270.27250.2750.27750.280.28250.2850.28750.290.29250.2950.29750.30.30250.3050.…0.3075
0.9273 ± 0.0041
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.92150.9220.92250.9230.92350.9240.92450.9250.92550.9260.92650.9270.92750.9280.92850.9290.92950.930.93050.9310.93150.9320.93250.9330.93350.9340.9…0.9345
0.1757 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.175580.175590.17560.175610.175620.175630.175640.175650.175660.175670.175680.175690.17570.175710.175720.175730.175740.175750.175760.175770.175780.175790.17580.1…0.17581
0.168 ± 0.0007
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.16670.16680.16690.1670.16710.16720.16730.16740.16750.16760.16770.16780.16790.1680.16810.16820.16830.16840.16850.16860.16870.16880.16890.1690.16910.1…0.1692
0.9559 ± 0.0044
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.94950.950.95050.9510.95150.9520.95250.9530.95350.9540.95450.9550.95550.9560.95650.9570.95750.9580.95850.9590.95950.960.96050.9610.96150.9620.96250.9630.…0.9635
­