Run
513855

Run 513855

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

classif.nnet(3)Learner classif.nnet from package(s) nnet.
classif.nnet(3)_size3
classif.nnet(3)_seed1
classif.nnet(3)_kindMersenne-Twister
classif.nnet(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
0.7094
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8146
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4274
Cross-validation details (10-fold Crossvalidation)
KB relative information score
92.7867
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1835
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
0.8129
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8165
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.738
Cross-validation details (10-fold Crossvalidation)
Recall
0.8165
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5588
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4284
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0592
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.95
UserCPU time millis testing
0.385
UserCPU time millis training
0.565