Run
522081

Run 522081

Task 3688 (Supervised Classification) houses Uploaded 07-02-2016 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
0.5001
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5111
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0003
KB relative information score
19.83
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4862
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4907
Cross-validation details (10-fold Crossvalidation)
Number of instances
20640
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5094
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5138
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9866
Cross-validation details (10-fold Crossvalidation)
Recall
0.5138
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9909
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4953
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6973
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.4077
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.368
UserCPU time millis testing
0.037
UserCPU time millis training
3.331