Run
1852430

Run 1852430

Task 145677 (Supervised Classification) Bioresponse Uploaded 13-03-2017 by Jeroen van Hoof
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • DeepForest.DeepForest Mon_Mar_13_16.12.09_2017 NumPy_1.12.0. Python_3.6.0. run_task SciPy_0.18.1. Sklearn_0.18.1.
Issue #Downvotes for this reason By


Flow

DeepForest.DeepForest(1)Automatically created sub-component.
DeepForest.DeepForest(1)_n_estimators1024
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
0.8791
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8034
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6038
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1578.9149
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3054
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
0.8034
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8035
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9948
Cross-validation details (10-fold Crossvalidation)
Recall
0.8035
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6153
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3758
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7543
Cross-validation details (10-fold Crossvalidation)