Run
1852502

Run 1852502

Task 145677 (Supervised Classification) Bioresponse Uploaded 13-03-2017 by Jeroen van Hoof
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  • DeepForest.DeepForest Mon_Mar_13_22.17.35_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{'criterion': 'entropy', 'n_jobs': -1, 'max_leaf_nodes': 10, 'n_estimators': 1000, 'max_features': 1}
DeepForest.DeepForest(2)_n_estimators1000
DeepForest.DeepForest(2)_n_splits10
DeepForest.DeepForest(2)_rfc_params{'n_jobs': -1, 'n_estimators': 1000}

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
0.8803
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.803
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6024
Cross-validation details (10-fold Crossvalidation)
KB relative information score
944.7588
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3944
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
0.8049
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8041
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8041
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7944
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4124
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8277
Cross-validation details (10-fold Crossvalidation)