Run
516848

Run 516848

Task 9938 (Supervised Classification) robot-failures-lp5 Uploaded 29-01-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.7335
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5299
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4639
Cross-validation details (10-fold Crossvalidation)
KB relative information score
80.6074
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1634
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3119
Cross-validation details (10-fold Crossvalidation)
Number of instances
164
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5641
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5915
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2525
Cross-validation details (10-fold Crossvalidation)
Recall
0.5915
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5239
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3948
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4042
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.024
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.881
UserCPU time millis testing
0.927
UserCPU time millis training
9.954