Run
519064

Run 519064

Task 9975 (Supervised Classification) lsvt Uploaded 04-02-2016 by Rafael Gomes Mantovani
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Flow

classif.multinom(6)Learner classif.multinom from package(s) nnet.
classif.multinom(6)_seed1
classif.multinom(6)_kindMersenne-Twister
classif.multinom(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
0.7202
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7286
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4134
Cross-validation details (10-fold Crossvalidation)
KB relative information score
43.389
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2778
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4453
Cross-validation details (10-fold Crossvalidation)
Number of instances
126
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7458
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7222
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9209
Cross-validation details (10-fold Crossvalidation)
Recall
0.7222
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6238
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.527
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.118
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.982
UserCPU time millis testing
0.446
UserCPU time millis training
2.536