Run
10591912

Run 10591912

Task 3954 (Supervised Classification) MagicTelescope Uploaded 14-03-2023 by Artur Dev
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sklearn.ensemble._forest.RandomForestClassifier(25)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(25)_bootstraptrue
sklearn.ensemble._forest.RandomForestClassifier(25)_ccp_alpha0.0
sklearn.ensemble._forest.RandomForestClassifier(25)_class_weightnull
sklearn.ensemble._forest.RandomForestClassifier(25)_criterion"gini"
sklearn.ensemble._forest.RandomForestClassifier(25)_max_depthnull
sklearn.ensemble._forest.RandomForestClassifier(25)_max_features"auto"
sklearn.ensemble._forest.RandomForestClassifier(25)_max_leaf_nodesnull
sklearn.ensemble._forest.RandomForestClassifier(25)_max_samplesnull
sklearn.ensemble._forest.RandomForestClassifier(25)_min_impurity_decrease0.0
sklearn.ensemble._forest.RandomForestClassifier(25)_min_samples_leaf1
sklearn.ensemble._forest.RandomForestClassifier(25)_min_samples_split2
sklearn.ensemble._forest.RandomForestClassifier(25)_min_weight_fraction_leaf0.0
sklearn.ensemble._forest.RandomForestClassifier(25)_n_estimators100
sklearn.ensemble._forest.RandomForestClassifier(25)_n_jobsnull
sklearn.ensemble._forest.RandomForestClassifier(25)_oob_scorefalse
sklearn.ensemble._forest.RandomForestClassifier(25)_random_state44475
sklearn.ensemble._forest.RandomForestClassifier(25)_verbose0
sklearn.ensemble._forest.RandomForestClassifier(25)_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

0.9372 ± 0.0054
Per class
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.92750.930.93250.9350.93750.940.94250.945
0.8794 ± 0.0064
Per class
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.870.8750.880.8850.89
0.7324 ± 0.0147
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.710.720.730.740.750.76
0.598 ± 0.0095
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.580.590.60.610.62
0.1941 ± 0.0037
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.1850.18750.190.19250.1950.19750.20.2025
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
0.8813 ± 0.006
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.8750.880.8850.890.870.8…0.895
19020
Per class
Cross-validation details (10-fold Crossvalidation)
0.881 ± 0.0059
Per class
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.8750.880.8850.890.87
0.8813 ± 0.006
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.8750.880.8850.890.870.8…0.895
0.9355 ± 0.0002
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.9350.93510.93520.93530.93540.93550.93560.9357
0.4257 ± 0.008
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
0.2986 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.290.29250.2950.29750.30.30250.3050.3075
0.6254 ± 0.012
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.610.620.630.640.60.65
0.8561 ± 0.0088
Cross-validation details (10-fold Crossvalidation)
Created with Highcharts 5.0.7RepeatScore00.840.8450.850.8550.860.8650.87
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