Run
521130

Run 521130

Task 9954 (Supervised Classification) one-hundred-plants-margin 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
0.7626
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5175
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5253
Cross-validation details (10-fold Crossvalidation)
KB relative information score
846.3588
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0094
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1600
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5218
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.53
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.53
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4747
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.097
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9744
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
166.087
UserCPU time millis testing
0.673
UserCPU time millis training
165.414