Run
508788

Run 508788

Task 9948 (Supervised Classification) heart-switzerland Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnTrain(3)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(3)_outputsoftmax
classif.nnTrain(3)_seed1
classif.nnTrain(3)_kindMersenne-Twister
classif.nnTrain(3)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.4938
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2805
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0116
KB relative information score
15.0278
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2634
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.274
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3415
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.3415
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9172
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5132
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3574
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.102
UserCPU time millis testing
0.018
UserCPU time millis training
0.084