Run
573204

Run 573204

Task 3979 (Supervised Classification) AP_Breast_Colon Uploaded 29-05-2016 by Rafael Gomes Mantovani
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Flow

classif.nnTrain(6)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(6)_outputsoftmax
classif.nnTrain(6)_openml.seed1
classif.nnTrain(6)_openml.kindMersenne-Twister
classif.nnTrain(6)_openml.normal.kindInversion

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.

20 Evaluation measures

Area under ROC curve
0.649
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6084
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2204
Cross-validation details (10-fold Crossvalidation)
KB relative information score
70.4493
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4464
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4958
Cross-validation details (10-fold Crossvalidation)
Number of instances
630
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6162
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6079
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9939
Cross-validation details (10-fold Crossvalidation)
Recall
0.6079
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9005
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4979
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4837
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9714
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
35.427
UserCPU time millis testing
3.934
UserCPU time millis training
31.493