Run
521192

Run 521192

Task 3601 (Supervised Classification) cpu_small Uploaded 06-02-2016 by Rafael Gomes Mantovani
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Flow

classif.avNNet(6)Learner classif.avNNet from package(s) nnet.
classif.avNNet(6)_size3
classif.avNNet(6)_seed1
classif.avNNet(6)_kindMersenne-Twister
classif.avNNet(6)_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
0.5969
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6918
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2448
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2943.5649
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2523
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4219
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7631
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7477
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8842
Cross-validation details (10-fold Crossvalidation)
Recall
0.7477
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5981
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4593
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5023
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0937
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.699
UserCPU time millis testing
0.143
UserCPU time millis training
6.556