Run
518313

Run 518313

Task 10098 (Supervised Classification) PieChart2 Uploaded 30-01-2016 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
0.4945
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9625
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0145
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-129.2366
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0322
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0433
Cross-validation details (10-fold Crossvalidation)
Number of instances
745
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9573
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9678
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1567
Cross-validation details (10-fold Crossvalidation)
Recall
0.9678
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7447
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.145
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1795
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2381
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.646
UserCPU time millis testing
0.05
UserCPU time millis training
0.596