Run
523272

Run 523272

Task 206 (Supervised Classification) BNG(tic-tac-toe) Uploaded 10-02-2016 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
0.6696
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.717
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.362
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14837.6978
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.271
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4532
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7191
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.729
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9315
Cross-validation details (10-fold Crossvalidation)
Recall
0.729
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5979
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.476
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5206
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0935
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
15.994
UserCPU time millis testing
0.217
UserCPU time millis training
15.777