Run
506552

Run 506552

Task 3540 (Supervised Classification) analcatdata_boxing1 Uploaded 20-01-2016 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
0.7857
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.801
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5652
Cross-validation details (10-fold Crossvalidation)
KB relative information score
65.0857
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4557
Cross-validation details (10-fold Crossvalidation)
Number of instances
120
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8025
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9362
Cross-validation details (10-fold Crossvalidation)
Recall
0.8
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4388
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.477
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4472
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9376
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.078
UserCPU time millis testing
0.029
UserCPU time millis training
0.049