Run
4035606

Run 4035606

Task 6 (Supervised Classification) letter Uploaded 04-07-2017 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

sklearn.pipeline.Pipeline(imputer=sklearn.preprocessing.imputation.Imputer, estimator=sklearn.ensemble.forest.RandomForestClassifier)(1)Automatically created scikit-learn flow.
sklearn.preprocessing.imputation.Imputer(6)_axis0
sklearn.preprocessing.imputation.Imputer(6)_copytrue
sklearn.preprocessing.imputation.Imputer(6)_missing_values"NaN"
sklearn.preprocessing.imputation.Imputer(6)_strategy"median"
sklearn.preprocessing.imputation.Imputer(6)_verbose0
sklearn.ensemble.forest.RandomForestClassifier(21)_bootstraptrue
sklearn.ensemble.forest.RandomForestClassifier(21)_class_weightnull
sklearn.ensemble.forest.RandomForestClassifier(21)_criterion"gini"
sklearn.ensemble.forest.RandomForestClassifier(21)_max_depthnull
sklearn.ensemble.forest.RandomForestClassifier(21)_max_features"auto"
sklearn.ensemble.forest.RandomForestClassifier(21)_max_leaf_nodesnull
sklearn.ensemble.forest.RandomForestClassifier(21)_min_impurity_split1e-07
sklearn.ensemble.forest.RandomForestClassifier(21)_min_samples_leaf1
sklearn.ensemble.forest.RandomForestClassifier(21)_min_samples_split2
sklearn.ensemble.forest.RandomForestClassifier(21)_min_weight_fraction_leaf0.0
sklearn.ensemble.forest.RandomForestClassifier(21)_n_estimators10
sklearn.ensemble.forest.RandomForestClassifier(21)_n_jobs1
sklearn.ensemble.forest.RandomForestClassifier(21)_oob_scorefalse
sklearn.ensemble.forest.RandomForestClassifier(21)_random_state10646
sklearn.ensemble.forest.RandomForestClassifier(21)_verbose0
sklearn.ensemble.forest.RandomForestClassifier(21)_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.

17 Evaluation measures

0.9956 ± 0.0009
Per class
Cross-validation details (10-fold Crossvalidation)
0.9392 ± 0.0055
Per class
Cross-validation details (10-fold Crossvalidation)
0.9365 ± 0.0058
Cross-validation details (10-fold Crossvalidation)
18256.4603 ± 5.5022
Cross-validation details (10-fold Crossvalidation)
0.0138 ± 0.0003
Cross-validation details (10-fold Crossvalidation)
0.074 ± 0
Cross-validation details (10-fold Crossvalidation)
20000
Per class
Cross-validation details (10-fold Crossvalidation)
0.94 ± 0.0051
Per class
Cross-validation details (10-fold Crossvalidation)
0.939 ± 0.0056
Cross-validation details (10-fold Crossvalidation)
4.6998
Cross-validation details (10-fold Crossvalidation)
0.939 ± 0.0056
Per class
Cross-validation details (10-fold Crossvalidation)
0.187 ± 0.0039
Cross-validation details (10-fold Crossvalidation)
0.1923 ± 0
Cross-validation details (10-fold Crossvalidation)
0.0702 ± 0.0012
Cross-validation details (10-fold Crossvalidation)
0.365 ± 0.0062
Cross-validation details (10-fold Crossvalidation)