Run
511268

Run 511268

Task 3914 (Supervised Classification) ar6 Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.multinom(5)Learner classif.multinom from package(s) nnet.
classif.multinom(5)_seed1
classif.multinom(5)_kindMersenne-Twister
classif.multinom(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
0.6461
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.789
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.245
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-9.8675
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2277
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2577
Cross-validation details (10-fold Crossvalidation)
Number of instances
101
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8125
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7723
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.623
Cross-validation details (10-fold Crossvalidation)
Recall
0.7723
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8836
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3557
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4772
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3417
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.307
UserCPU time millis testing
0.085
UserCPU time millis training
0.222