Run
514107

Run 514107

Task 3612 (Supervised Classification) fri_c1_250_25 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
0.602
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6113
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2048
Cross-validation details (10-fold Crossvalidation)
KB relative information score
50.1024
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.388
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4897
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6107
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.612
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9852
Cross-validation details (10-fold Crossvalidation)
Recall
0.612
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7923
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6229
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2589
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.041
UserCPU time millis testing
0.268
UserCPU time millis training
1.773