Run
522968

Run 522968

Task 9985 (Supervised Classification) first-order-theorem-proving Uploaded 09-02-2016 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
0.6163
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4338
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2382
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1818.2377
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1735
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2508
Cross-validation details (10-fold Crossvalidation)
Number of instances
6118
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4389
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4794
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3005
Cross-validation details (10-fold Crossvalidation)
Recall
0.4794
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.692
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3541
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4166
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1765
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
28.27
UserCPU time millis testing
0.086
UserCPU time millis training
28.184