Run
10595188

Run 10595188

Task 7543 (Supervised Classification) diabetes Uploaded 03-12-2024 by Vitor Pina
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Flow

sklearn.ensemble._weight_boosting.AdaBoostClassifier(9)An AdaBoost classifier. An AdaBoost [1]_ classifier is a meta-estimator that begins by fitting a classifier on the original dataset and then fits additional copies of the classifier on the same dataset but where the weights of incorrectly classified instances are adjusted such that subsequent classifiers focus more on difficult cases. This class implements the algorithm based on [2]_.
sklearn.ensemble._weight_boosting.AdaBoostClassifier(9)_algorithm"SAMME.R"
sklearn.ensemble._weight_boosting.AdaBoostClassifier(9)_estimatornull
sklearn.ensemble._weight_boosting.AdaBoostClassifier(9)_learning_rate1.0
sklearn.ensemble._weight_boosting.AdaBoostClassifier(9)_n_estimators50
sklearn.ensemble._weight_boosting.AdaBoostClassifier(9)_random_state43614

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

0.8276
Per class
Cross-validation details (10% Holdout set)
0.7383
Per class
Cross-validation details (10% Holdout set)
0.4275
Cross-validation details (10% Holdout set)
-0.1181
Cross-validation details (10% Holdout set)
0.4901
Cross-validation details (10% Holdout set)
0.4589
Cross-validation details (10% Holdout set)
0.7431
Cross-validation details (10% Holdout set)
253
Per class
Cross-validation details (10% Holdout set)
0.7377
Per class
Cross-validation details (10% Holdout set)
0.7431
Cross-validation details (10% Holdout set)
0.9463
Cross-validation details (10% Holdout set)
1.0678
Cross-validation details (10% Holdout set)
0.4813
Cross-validation details (10% Holdout set)
0.4903
Cross-validation details (10% Holdout set)
1.0187
Cross-validation details (10% Holdout set)
0.7073
Cross-validation details (10% Holdout set)