Run
1852432

Run 1852432

Task 145677 (Supervised Classification) Bioresponse Uploaded 13-03-2017 by Jeroen van Hoof
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  • DeepForest.DeepForest Mon_Mar_13_16.27.21_2017 NumPy_1.12.0. Python_3.6.0. run_task SciPy_0.18.1. Sklearn_0.18.1.
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Flow

DeepForest.DeepForest(1)Automatically created sub-component.
DeepForest.DeepForest(1)_n_estimators2048
DeepForest.DeepForest(1)_n_levels5
DeepForest.DeepForest(1)_n_splits3

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
0.8795
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8057
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6083
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1581.2405
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3052
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
0.8057
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8059
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8059
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6147
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7537
Cross-validation details (10-fold Crossvalidation)