Run
513835

Run 513835

Task 3495 (Supervised Classification) SPECT Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.avNNet(5)Learner classif.avNNet from package(s) nnet.
classif.avNNet(5)_size3
classif.avNNet(5)_seed1
classif.avNNet(5)_kindMersenne-Twister
classif.avNNet(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
0.673
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7964
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3632
Cross-validation details (10-fold Crossvalidation)
KB relative information score
78.6897
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1985
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3284
Cross-validation details (10-fold Crossvalidation)
Number of instances
267
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7925
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8015
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.738
Cross-validation details (10-fold Crossvalidation)
Recall
0.8015
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6044
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4455
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1016
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
4.183
UserCPU time millis testing
1.679
UserCPU time millis training
2.504