Run
522972

Run 522972

Task 9985 (Supervised Classification) first-order-theorem-proving Uploaded 09-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nnTrain(5)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(5)_outputsoftmax
classif.nnTrain(5)_seed1
classif.nnTrain(5)_kindMersenne-Twister
classif.nnTrain(5)_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
0.5783
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3672
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1578
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1441.8712
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1878
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2508
Cross-validation details (10-fold Crossvalidation)
Number of instances
6118
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4106
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4366
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3005
Cross-validation details (10-fold Crossvalidation)
Recall
0.4366
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7489
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3541
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4334
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2239
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.413
UserCPU time millis testing
0.045
UserCPU time millis training
2.368