Run
10593881

Run 10593881

Task 3954 (Supervised Classification) MagicTelescope Uploaded 13-07-2023 by Stephen Thomas
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Flow

sklearn.ensemble._forest.RandomForestClassifier(31)A random forest classifier. A random forest is a meta estimator that fits a number of decision tree classifiers on various sub-samples of the dataset and uses averaging to improve the predictive accuracy and control over-fitting. The sub-sample size is controlled with the `max_samples` parameter if `bootstrap=True` (default), otherwise the whole dataset is used to build each tree.
sklearn.ensemble._forest.RandomForestClassifier(31)_bootstraptrue
sklearn.ensemble._forest.RandomForestClassifier(31)_ccp_alpha0.0
sklearn.ensemble._forest.RandomForestClassifier(31)_class_weightnull
sklearn.ensemble._forest.RandomForestClassifier(31)_criterion"gini"
sklearn.ensemble._forest.RandomForestClassifier(31)_max_depthnull
sklearn.ensemble._forest.RandomForestClassifier(31)_max_features"auto"
sklearn.ensemble._forest.RandomForestClassifier(31)_max_leaf_nodesnull
sklearn.ensemble._forest.RandomForestClassifier(31)_max_samplesnull
sklearn.ensemble._forest.RandomForestClassifier(31)_min_impurity_decrease0.0
sklearn.ensemble._forest.RandomForestClassifier(31)_min_impurity_splitnull
sklearn.ensemble._forest.RandomForestClassifier(31)_min_samples_leaf1
sklearn.ensemble._forest.RandomForestClassifier(31)_min_samples_split2
sklearn.ensemble._forest.RandomForestClassifier(31)_min_weight_fraction_leaf0.0
sklearn.ensemble._forest.RandomForestClassifier(31)_n_estimators100
sklearn.ensemble._forest.RandomForestClassifier(31)_n_jobsnull
sklearn.ensemble._forest.RandomForestClassifier(31)_oob_scorefalse
sklearn.ensemble._forest.RandomForestClassifier(31)_random_state63868
sklearn.ensemble._forest.RandomForestClassifier(31)_verbose0
sklearn.ensemble._forest.RandomForestClassifier(31)_warm_startfalse

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.

18 Evaluation measures

0.9365 ± 0.0052
Per class
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.92750.930.93250.9350.93750.940.94250.945
0.8811 ± 0.0056
Per class
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.87250.8750.87750.880.88250.8850.88750.89
0.7361 ± 0.0129
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.720.730.740.750.710.76
0.5978 ± 0.0083
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.580.5850.590.5950.60.6050.610.6150.62
0.1941 ± 0.0035
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.1850.18750.190.19250.1950.19750.2
0.456 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.4…0.45590.4560.4…0.4558750.4…0.4559250.4…0.455950.4…0.4559750.4…0.456025
0.883 ± 0.0052
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.8750.87750.880.88250.8850.88750.890.8925
19020
Per class
Cross-validation details (10-fold Crossvalidation)
0.8827 ± 0.005
Per class
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.8750.87750.880.88250.8850.88750.89
0.883 ± 0.0052
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.8750.87750.880.88250.8850.88750.890.8925
0.9355 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.9350.93510.93520.93530.93540.93550.93560.9357
0.4256 ± 0.0076
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.4050.410.4150.420.4250.430.4350.…0.44
0.4775 ± 0.0001
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.477250.47730.477350.47740.477450.47750.47755
0.2989 ± 0.0051
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.290.29250.2950.29750.30.30250.3050.3075
0.6259 ± 0.0106
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.6050.610.6150.620.6250.630.6350.640.645
0.858 ± 0.0081
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.8450.850.8550.860.8650.87
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