Run
1852456

Run 1852456

Task 145677 (Supervised Classification) Bioresponse Uploaded 13-03-2017 by Jeroen van Hoof
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  • DeepForest.DeepForest Mon_Mar_13_20.45.49_2017 NumPy_1.11.2. Python_3.5.2. run_task SciPy_0.18.1. Sklearn_0.18.1.
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Flow

DeepForest.DeepForest(2)Automatically created scikit-learn flow.
DeepForest.DeepForest(2)_etc_params{'max_leaf_nodes': 10, 'n_jobs': -1, 'criterion': 'entropy', 'max_features': 1, 'n_estimators': 300}
DeepForest.DeepForest(2)_n_estimators300
DeepForest.DeepForest(2)_n_splits5
DeepForest.DeepForest(2)_rfc_params{'n_jobs': -1, 'n_estimators': 300}

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

Area under ROC curve
0.8794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.798
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5925
Cross-validation details (10-fold Crossvalidation)
KB relative information score
872.5396
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4029
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4964
Cross-validation details (10-fold Crossvalidation)
Number of instances
3751
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8011
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7995
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.7995
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8116
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4185
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.84
Cross-validation details (10-fold Crossvalidation)