Run
1852515

Run 1852515

Task 145677 (Supervised Classification) Bioresponse Uploaded 14-03-2017 by Jeroen van Hoof
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  • DeepForest.DeepForest NumPy_1.11.2. Python_3.5.2. run_task SciPy_0.18.1. Sklearn_0.18.1. Tue_Mar_14_02.20.23_2017
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Flow

DeepForest.DeepForest(3)Automatically created scikit-learn flow.
DeepForest.DeepForest(3)_gbc_params{'max_features': 'sqrt', 'max_depth': 8, 'learning_rate': 0.03}
DeepForest.DeepForest(3)_n_estimators1024
DeepForest.DeepForest(3)_n_splits3
DeepForest.DeepForest(3)_rfc_params{'max_features': 0.1, 'min_samples_leaf': 2, 'n_jobs': -1, 'criterion': 'entropy'}
DeepForest.DeepForest(3)_xgbc_params{'colsample_bytree': 0.9, 'min_child_weight': 2, 'max_depth': 8, 'learning_rate': 0.03, 'nthread': 1}

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

0.8794
Per class
Cross-validation details (10-fold Crossvalidation)
0.8088
Per class
Cross-validation details (10-fold Crossvalidation)
0.6145
Cross-validation details (10-fold Crossvalidation)
1590.8149
Cross-validation details (10-fold Crossvalidation)
0.3048
Cross-validation details (10-fold Crossvalidation)
0.4964
Cross-validation details (10-fold Crossvalidation)
3751
Per class
Cross-validation details (10-fold Crossvalidation)
0.8089
Per class
Cross-validation details (10-fold Crossvalidation)
0.8091
Cross-validation details (10-fold Crossvalidation)
0.9948
Cross-validation details (10-fold Crossvalidation)
0.8091
Per class
Cross-validation details (10-fold Crossvalidation)
0.6139
Cross-validation details (10-fold Crossvalidation)
0.4982
Cross-validation details (10-fold Crossvalidation)
0.3748
Cross-validation details (10-fold Crossvalidation)
0.7523
Cross-validation details (10-fold Crossvalidation)